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1.
J Diabetes ; 16(5): e13491, 2024 May.
Article in English | MEDLINE | ID: mdl-38273701

ABSTRACT

AIMS: To describe the clinical characteristics and medication purchases of insulin-treated adults in Finland at index (January 1, 2012 or first insulin purchase) and December 31, 2019. Additionally, to describe basal insulin (BI) treatment patterns and associated changes in hemoglobin A1c (HbA1c) values. MATERIALS AND METHODS: In this descriptive study using nationwide registries, we included adults with at least two reimbursed insulin purchases within 12 months of the first purchase between January 1, 2012 and December 31, 2019. We formed four study groups: type 1 diabetes (T1D) and type 2 diabetes (T2D)-diagnosed people who were further divided into prevalent or naïve users (start of insulin use before or after January 1, 2012). Insulin treatment patterns were estimated from medication purchase data and glycemic control from HbA1c results. RESULTS: Out of 145 020 people included, 34 359 had T1D and 110 661 T2D. By 2019, in parallel with the adaptation of new noninsulin medications, second-generation basal insulin (BI) analogues were adopted by 45.9% and 21.1% of prevalent T1D and T2D users. At index, HbA1c target (≤53 mmol/mol) was reached by 17% and 35% of T2D naïve and prevalent users, respectively, and by 17% of T1D prevalent users. At study end, the target was reached respectively by 41%, 34%, and 22% of insulin users. Insulin initiation improved and discontinuation worsened glycemic control in T2D, with lesser effects seen after treatment gaps or switches between BIs. CONCLUSIONS: Our study showed that glycemic control in insulin users has remained stable or improved between 2012 and 2019 despite aging population and in parallel with introduction of new treatment options, providing valuable insight into Finnish national diabetes care.


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Glycated Hemoglobin , Glycemic Control , Hypoglycemic Agents , Insulin , Humans , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 1/blood , Finland/epidemiology , Female , Male , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Middle Aged , Glycemic Control/statistics & numerical data , Adult , Glycated Hemoglobin/analysis , Glycated Hemoglobin/metabolism , Blood Glucose/analysis , Blood Glucose/metabolism , Aged , Registries
2.
BMC Med Genet ; 10: 94, 2009 Sep 21.
Article in English | MEDLINE | ID: mdl-19769793

ABSTRACT

BACKGROUND: We explored the associations of three variants in the uncoupling protein 2 (UCP2) gene, one variant in the UCP2-UCP3 intergenic region and five variants in the uncoupling protein 3 (UCP3) gene with obesity and diabetes related traits in subjects with impaired glucose tolerance participating in Finnish Diabetes Prevention Study. Altogether 507 overweight individuals (body mass index: 31.2 +/- 4.5 kg/m2, age: 55 +/- 7 years) for whom DNA was available were randomized to either an intensified diet and physical activity group or to a conventional care control group. METHODS: We analysed the data from the baseline and annual follow-up visits from years 1, 2 and 3. Measurements of anthropometry, plasma glucose and serum insulin in oral glucose tolerance test, serum total cholesterol, HDL-cholesterol and triglycerides were included. The median follow-up time for type 2 diabetes incidence was 7 years. Genetic variants were screened by restriction fragment length polymorphism or Illumina method. RESULTS: UCP3 gene variant rs3781907 was associated with increased serum total and LDL-cholesterol levels, at baseline and during the follow-up period. The same variant was associated with a higher risk of type 2 diabetes. Variants rs1726745, rs11235972 and rs1800849 in the UCP3 gene associated with serum total and LDL-cholesterol at baseline. Haploblock including variants rs659366, rs653529, rs15763, and rs1726745 was associated with measures of abdominal obesity at baseline and in the longitudinal analysis. The haplotype comprising alleles rs659366-G, rs653529-A, rs15763-G and rs1726745-A was associated with higher waist-to-hip ratio, and haplotype comprising alleles rs3781907-G, rs11235972-A, and rs1800849-T was associated with increased serum total and LDL-cholesterol concentrations. CONCLUSION: Genetic variation in the UCP2-UCP3 gene cluster may act as a modifier increasing serum lipid levels and indices of abdominal obesity, and may thereby also contribute to the metabolic aberrations observed in obesity and type 2 diabetes.


Subject(s)
Ion Channels/genetics , Lipids/blood , Mitochondrial Proteins/genetics , Obesity/genetics , Adult , Female , Finland , Follow-Up Studies , Gene Frequency , Genetic Predisposition to Disease , Genotype , Haplotypes , Humans , Linkage Disequilibrium , Male , Middle Aged , Obesity/blood , Obesity/therapy , Polymorphism, Single Nucleotide , Uncoupling Protein 2 , Uncoupling Protein 3 , Waist-Hip Ratio
3.
PLoS One ; 4(5): e5656, 2009 May 21.
Article in English | MEDLINE | ID: mdl-19479072

ABSTRACT

BACKGROUND: The Finnish Diabetes Prevention Study (DPS) was a randomized controlled trial, which showed that it is possible to prevent type 2 diabetes by lifestyle changes. The aim of the present study was to examine whether the lifestyle intervention had an effect on the ten-year mortality and cardiovascular morbidity in the DPS participants originally randomized either into an intervention or control group. Furthermore, we compared these results with a population-based cohort comprising individuals of varying glucose tolerance states. METHODS AND FINDINGS: Middle-aged, overweight people with IGT (n = 522) were randomized into intensive intervention (including physical activity, weight reduction and dietary counseling), or control "mini-intervention" group. Median length of the intervention period was 4 years and the mean follow-up was 10.6 years. The population-based reference study cohort included 1881 individuals (1570 with normal glucose tolerance, 183 with IGT, 59 with screen-detected type 2 diabetes, 69 with previously known type 2 diabetes) with the mean follow-up of 13.8 years. Mortality and cardiovascular morbidity data were collected from the national Hospital Discharge Register and Causes of Death Register. Among the DPS participants who consented for register linkage (n = 505), total mortality (2.2 vs. 3.8 per 1000 person years, hazard ratio HR = 0.57, 95% CI 0.21-1.58) and cardiovascular morbidity (22.9 vs. 22.0 per 1000 person years, HR = 1.04, 95% CI 0.72-1.51) did not differ significantly between the intervention and control groups. Compared with the population-based cohort with impaired glucose tolerance, adjusted HRs were 0.21 (95% CI 0.09-0.52) and 0.39 (95% CI 0.20-0.79) for total mortality, and 0.89 (95% CI 0.62-1.27) and 0.87 (0.60-1.27) for cardiovascular morbidity in the intervention and control groups of the DPS, respectively. The risk of death in DPS combined cohort was markedly lower than in FINRISK IGT cohort (adjusted HR 0.30, 95% CI 0.17-0.54), but there was no significant difference in the risk of CVD (adjusted HR 0.88, 95% CI 0.64-1.21). CONCLUSIONS: Lifestyle intervention among persons with IGT did not decrease cardiovascular morbidity during the first 10 years of follow-up. However, the statistical power may not be sufficient to detect small differences between the intervention and control groups. Low total mortality among participants of the DPS compared with individuals with IGT in the general population could be ascribed to a lower cardiovascular risk profile at baseline and regular follow-up. TRIAL REGISTRATION: ClinicalTrials.gov NCT00518167.


Subject(s)
Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Diabetes Mellitus/mortality , Diabetes Mellitus/prevention & control , Female , Finland/epidemiology , Follow-Up Studies , Glucose Tolerance Test , Humans , Incidence , Male , Middle Aged , Risk Factors
4.
Diabetes ; 57(11): 3136-44, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18678618

ABSTRACT

OBJECTIVE: Type 2 diabetes is a common complex disorder with environmental and genetic components. We used a candidate gene-based approach to identify single nucleotide polymorphism (SNP) variants in 222 candidate genes that influence susceptibility to type 2 diabetes. RESEARCH DESIGN AND METHODS: In a case-control study of 1,161 type 2 diabetic subjects and 1,174 control Finns who are normal glucose tolerant, we genotyped 3,531 tagSNPs and annotation-based SNPs and imputed an additional 7,498 SNPs, providing 99.9% coverage of common HapMap variants in the 222 candidate genes. Selected SNPs were genotyped in an additional 1,211 type 2 diabetic case subjects and 1,259 control subjects who are normal glucose tolerant, also from Finland. RESULTS: Using SNP- and gene-based analysis methods, we replicated previously reported SNP-type 2 diabetes associations in PPARG, KCNJ11, and SLC2A2; identified significant SNPs in genes with previously reported associations (ENPP1 [rs2021966, P = 0.00026] and NRF1 [rs1882095, P = 0.00096]); and implicated novel genes, including RAPGEF1 (rs4740283, P = 0.00013) and TP53 (rs1042522, Arg72Pro, P = 0.00086), in type 2 diabetes susceptibility. CONCLUSIONS: Our study provides an effective gene-based approach to association study design and analysis. One or more of the newly implicated genes may contribute to type 2 diabetes pathogenesis. Analysis of additional samples will be necessary to determine their effect on susceptibility.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease/genetics , Polymorphism, Single Nucleotide , Quantitative Trait, Heritable , Adult , Aged , Female , Finland , Gene Frequency , Genes, p53/genetics , Genotype , Glucose Transporter Type 2/genetics , Humans , Male , Middle Aged , Nuclear Respiratory Factor 1/genetics , Phosphoric Diester Hydrolases/genetics , Potassium Channels, Inwardly Rectifying/genetics , Pyrophosphatases/genetics
5.
J Clin Invest ; 118(7): 2620-8, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18521185

ABSTRACT

Identifying the genetic variants that regulate fasting glucose concentrations may further our understanding of the pathogenesis of diabetes. We therefore investigated the association of fasting glucose levels with SNPs in 2 genome-wide scans including a total of 5,088 nondiabetic individuals from Finland and Sardinia. We found a significant association between the SNP rs563694 and fasting glucose concentrations (P = 3.5 x 10(-7)). This association was further investigated in an additional 18,436 nondiabetic individuals of mixed European descent from 7 different studies. The combined P value for association in these follow-up samples was 6.9 x 10(-26), and combining results from all studies resulted in an overall P value for association of 6.4 x 10(-33). Across these studies, fasting glucose concentrations increased 0.01-0.16 mM with each copy of the major allele, accounting for approximately 1% of the total variation in fasting glucose. The rs563694 SNP is located between the genes glucose-6-phosphatase catalytic subunit 2 (G6PC2) and ATP-binding cassette, subfamily B (MDR/TAP), member 11 (ABCB11). Our results in combination with data reported in the literature suggest that G6PC2, a glucose-6-phosphatase almost exclusively expressed in pancreatic islet cells, may underlie variation in fasting glucose, though it is possible that ABCB11, which is expressed primarily in liver, may also contribute to such variation.


Subject(s)
ATP-Binding Cassette Transporters/genetics , Blood Glucose/analysis , Glucose-6-Phosphatase/genetics , Polymorphism, Single Nucleotide , ATP Binding Cassette Transporter, Subfamily B, Member 11 , Adult , Aged , Analysis of Variance , Fasting/blood , Finland , Follow-Up Studies , Gene Frequency , Genotype , Humans , Italy , Linkage Disequilibrium , Middle Aged , White People/genetics
6.
Diabetes Care ; 31(4): 805-7, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18184907

ABSTRACT

OBJECTIVE: The aim of this secondary analysis of the Finnish Diabetes Prevention Study was to assess the effects of lifestyle intervention on metabolic syndrome and its components. RESEARCH DESIGN AND METHODS: A total of 522 middle-aged overweight men and women with impaired glucose tolerance were randomized into an individualized lifestyle intervention group or a standard care control group. National Cholesterol Education Program criteria were used for the definition of metabolic syndrome. RESULTS: At the end of the study, with a mean follow-up of 3.9 years, we found a significant reduction in the prevalence of metabolic syndrome in the intervention group compared with the control group (odds ratio [OR] 0.62 [95% CI 0.40-0.95]) and in the prevalence of abdominal obesity (0.48 [0.28-0.81]). CONCLUSIONS: The results suggest that lifestyle intervention may also reduce risk of cardiovascular disease in the long run.


Subject(s)
Diabetes Mellitus/prevention & control , Life Style , Metabolic Syndrome/epidemiology , Metabolic Syndrome/rehabilitation , Blood Glucose/metabolism , Female , Finland/epidemiology , Follow-Up Studies , Glucose Tolerance Test , Humans , Male , Metabolic Syndrome/complications , Middle Aged , Prevalence , Time Factors
7.
Med Sci Sports Exerc ; 40(1): 25-33, 2008 Jan.
Article in English | MEDLINE | ID: mdl-18091023

ABSTRACT

PURPOSE: To study the associations of seven single-nucleotide polymorphisms (SNPs) in the peroxisome proliferator-activated receptor gamma (PPARG) gene with the conversion from impaired glucose tolerance (IGT) to type 2 diabetes (T2D), and the interactions of the SNPs with physical activity (PA). METHODS: Overweight individuals with IGT who participated in the Finnish Diabetes Prevention Study (DPS) (N = 479) were followed, on average, 4.2 yr. PA was assessed yearly with a 12-month validated questionnaire. RESULTS: In Cox regression analyses, the rare alleles of rs17036314 and rs1801282 (Pro12Ala) predicted conversion to T2D (P = 0.038 and 0.037, respectively), but only rs17036314 predicted T2D after adjustment for baseline fasting glucose (P = 0.030). The change in the total amount of PA, stratified by median, modified the association of rs17036314 and rs1801282 with the risk of T2D during the intervention (P = 0.002 and 0.031, respectively, for interaction between PA change and genotype); an increase in PA seemed to remove the effect of the risk alleles. The distinct rs1152003 polymorphism interacted with the study group on the conversion to T2D (P = 0.027) and tended to increase the risk of T2D in the intervention group (P = 0.050). No interaction between rs1152003 and the change in PA was found. CONCLUSIONS: The rs17036314, rs1801282 (Pro12Ala), and rs1152003 were associated with the risk of T2D in the DPS. Increased PA seemed to decrease the effect of the risk alleles of rs17036314 and rs1801282 on the conversion to T2D. The effect of rs1152003 was modified by other lifestyle changes or the lifestyle intervention as a whole.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Exercise/physiology , Glucose Intolerance , Glucose Tolerance Test , Motor Activity/physiology , PPAR gamma/genetics , Polymorphism, Single Nucleotide , Alleles , Diabetes Mellitus, Type 2/physiopathology , Female , Genotype , Humans , Leisure Activities , Life Style , Male , Middle Aged , Motor Activity/genetics , Polymorphism, Genetic , Risk Factors
8.
Science ; 316(5829): 1341-5, 2007 Jun 01.
Article in English | MEDLINE | ID: mdl-17463248

ABSTRACT

Identifying the genetic variants that increase the risk of type 2 diabetes (T2D) in humans has been a formidable challenge. Adopting a genome-wide association strategy, we genotyped 1161 Finnish T2D cases and 1174 Finnish normal glucose-tolerant (NGT) controls with >315,000 single-nucleotide polymorphisms (SNPs) and imputed genotypes for an additional >2 million autosomal SNPs. We carried out association analysis with these SNPs to identify genetic variants that predispose to T2D, compared our T2D association results with the results of two similar studies, and genotyped 80 SNPs in an additional 1215 Finnish T2D cases and 1258 Finnish NGT controls. We identify T2D-associated variants in an intergenic region of chromosome 11p12, contribute to the identification of T2D-associated variants near the genes IGF2BP2 and CDKAL1 and the region of CDKN2A and CDKN2B, and confirm that variants near TCF7L2, SLC30A8, HHEX, FTO, PPARG, and KCNJ11 are associated with T2D risk. This brings the number of T2D loci now confidently identified to at least 10.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease , Genome, Human , Polymorphism, Single Nucleotide , Case-Control Studies , Chromosome Mapping , Chromosomes, Human, Pair 11/genetics , DNA, Intergenic , Female , Finland , Genes, p16 , Genotype , Humans , Insulin-Like Growth Factor Binding Proteins/genetics , Introns , Logistic Models , Male , Meta-Analysis as Topic , Middle Aged
9.
Diabetes ; 56(1): 256-64, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17192490

ABSTRACT

More than 120 published reports have described associations between single nucleotide polymorphisms (SNPs) and type 2 diabetes. However, multiple studies of the same variant have often been discordant. From a literature search, we identified previously reported type 2 diabetes-associated SNPs. We initially genotyped 134 SNPs on 786 index case subjects from type 2 diabetes families and 617 control subjects with normal glucose tolerance from Finland and excluded from analysis 20 SNPs in strong linkage disequilibrium (r(2) > 0.8) with another typed SNP. Of the 114 SNPs examined, we followed up the 20 most significant SNPs (P < 0.10) on an additional 384 case subjects and 366 control subjects from a population-based study in Finland. In the combined data, we replicated association (P < 0.05) for 12 SNPs: PPARG Pro12Ala and His447, KCNJ11 Glu23Lys and rs5210, TNF -857, SLC2A2 Ile110Thr, HNF1A/TCF1 rs2701175 and GE117881_360, PCK1 -232, NEUROD1 Thr45Ala, IL6 -598, and ENPP1 Lys121Gln. The replication of 12 SNPs of 114 tested was significantly greater than expected by chance under the null hypothesis of no association (P = 0.012). We observed that SNPs from genes that had three or more previous reports of association were significantly more likely to be replicated in our sample (P = 0.03), although we also replicated 4 of 58 SNPs from genes that had only one previous report of association.


Subject(s)
Chromosome Mapping , Diabetes Mellitus, Type 2/genetics , Genetic Testing , Polymorphism, Single Nucleotide , Aged , Blood Glucose/analysis , Body Mass Index , Fasting , Female , Humans , Infant , Insulin/blood , Male , Middle Aged
10.
Hum Hered ; 63(1): 17-25, 2007.
Article in English | MEDLINE | ID: mdl-17179727

ABSTRACT

OBJECTIVES: The purpose of this study was to examine carefully heterogeneity underlying evidence for linkage to type 2 diabetes (T2DM) on chromosome 6q from two sets of FUSION families. METHODS: Ordered subsets analysis (OSA) was performed on two sets of FUSION families. For OSA results showing significant improvement in evidence for linkage, T2DM-related phenotypes were compared between individuals with T2DM within the subset versus the complement. RESULTS: OSA analysis revealed 105 families with the highest average HDL to total cholesterol ratio (HDL ratio) that had strongly increased evidence for linkage (MLS = 7.91 at 78.0 cM; uncorrected p = 0.00002). Subjects with T2DM within this subset were significantly leaner, had lower fasting glucose, insulin, and C-peptide, and more favorable cardiovascular risk profile compared to the complement set of subjects with T2DM. OSA also revealed 33 families with the lowest average fasting insulin that had increased evidence for linkage at a second locus (MLS = 3.45 at 128 cM; uncorrected p = 0.017) coincident with quantitative trait locus linkage analysis results for fasting and 2-hour insulin in subjects without T2DM. CONCLUSIONS: These results suggest two diabetes susceptibility loci on chromosome 6q that may affect subsets of individuals with a milder form of T2DM.


Subject(s)
Cholesterol, HDL/blood , Cholesterol/blood , Chromosomes, Human, Pair 6/genetics , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/genetics , Genetic Linkage , Aged , Female , Finland , Genotype , Humans , Insulin/blood , Male , Microsatellite Repeats , Middle Aged , Phenotype , Quantitative Trait Loci
11.
Lancet ; 368(9548): 1673-9, 2006 Nov 11.
Article in English | MEDLINE | ID: mdl-17098085

ABSTRACT

BACKGROUND: Lifestyle interventions can prevent the deterioration of impaired glucose tolerance to manifest type 2 diabetes, at least as long as the intervention continues. In the extended follow-up of the Finnish Diabetes Prevention Study, we assessed the extent to which the originally-achieved lifestyle changes and risk reduction remain after discontinuation of active counselling. METHODS: Overweight, middle-aged men (n=172) and women (n=350) with impaired glucose tolerance were randomly assigned to intensive lifestyle intervention or control group. After a median of 4 years of active intervention period, participants who were still free of diabetes were further followed up for a median of 3 years, with median total follow-up of 7 years. Diabetes incidence, bodyweight, physical activity, and dietary intakes of fat, saturated fat, and fibre were measured. FINDINGS: During the total follow-up, the incidence of type 2 diabetes was 4.3 and 7.4 per 100 person-years in the intervention and control group, respectively (log-rank test p=0.0001), indicating 43% reduction in relative risk. The risk reduction was related to the success in achieving the intervention goals of weight loss, reduced intake of total and saturated fat and increased intake of dietary fibre, and increased physical activity. Beneficial lifestyle changes achieved by participants in the intervention group were maintained after the discontinuation of the intervention, and the corresponding incidence rates during the post-intervention follow-up were 4.6 and 7.2 (p=0.0401), indicating 36% reduction in relative risk. INTERPRETATION: Lifestyle intervention in people at high risk for type 2 diabetes resulted in sustained lifestyle changes and a reduction in diabetes incidence, which remained after the individual lifestyle counselling was stopped.


Subject(s)
Diabetes Mellitus, Type 2/prevention & control , Diet , Exercise , Life Style , Blood Glucose , Counseling , Diabetes Mellitus, Type 2/epidemiology , Female , Finland/epidemiology , Follow-Up Studies , Humans , Incidence , Male , Time Factors
12.
Am J Hypertens ; 19(9): 920-6, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16942934

ABSTRACT

BACKGROUND: Ghrelin is a gut-brain hormone, which stimulates food intake and controls energy balance. Recently, it has been shown that ghrelin may also play a role in the regulation of blood pressure (BP) by acting at the sympathetic nervous system. In the present study we genotyped six variants of the ghrelin gene and its promoter, and tested whether these single nucleotide polymorphisms (SNPs) were associated with BP levels in participants of the Finnish Diabetes Prevention Study. METHODS: The Finnish Diabetes Prevention Study was a longitudinal study where 522 subjects with impaired glucose tolerance were randomized into either an intervention or control group. DNA was available from 507 subjects (mean body mass index [BMI] 31.2+/-4.5 kg/m2, age 55+/-7 years). All six SNPs were screened by the restriction fragment length polymorphism method. RESULTS: Subjects with the most common genotype combination of the following four SNPs, -604G/A, -501A/C, Leu72Met, and Gln90Leu, had the lowest systolic (131+/-11 v 137+/-13 mm Hg, P=.003) and diastolic BP levels (79+/-7 v 83+/-7 mm Hg, P=.004) at the baseline of the study and during 3 years of follow-up compared to all other genotypes. Adjustments for age, gender, antihypertensive medication, BMI, waist circumference, and alcohol intake did not change this association. CONCLUSIONS: Several ghrelin gene variations were associated with BP levels in subjects with impaired glucose tolerance.


Subject(s)
Blood Pressure/genetics , Glucose Intolerance/genetics , Glucose Intolerance/physiopathology , Peptide Hormones/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Aged , Analysis of Variance , Female , Finland , Follow-Up Studies , Gene Frequency , Genetic Predisposition to Disease , Genotype , Ghrelin , Humans , Hypertension/genetics , Hypertension/physiopathology , Longitudinal Studies , Male , Middle Aged , Phenotype , Polymorphism, Restriction Fragment Length , Promoter Regions, Genetic/genetics
13.
Diabetes ; 55(9): 2534-40, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16936201

ABSTRACT

Prior reports have suggested that variants in the genes for maturity-onset diabetes of the young (MODY) may confer susceptibility to type 2 diabetes, but results have been conflicting and coverage of the MODY genes has been incomplete. To complement our previous studies of HNF4A, we examined the other five known MODY genes for association with type 2 diabetes in Finnish individuals. For each of the five genes, we selected 1) nonredundant single nucleotide polymorphisms (SNPs) (r(2)< 0.8 with other SNPs) from the HapMap database or another linkage disequilibrium map, 2) SNPs with previously reported type 2 diabetes association, and 3) nonsynonymous coding SNPs. We tested 128 SNPs for association with type 2 diabetes in 786 index cases from type 2 diabetic families and 619 normal glucose-tolerant control subjects. We followed up 35 of the most significant SNPs by genotyping them on another 384 case subjects and 366 control subjects from Finland. We also supplemented our previous HNF4A results by genotyping 12 SNPs on additional Finnish samples. After correcting for testing multiple correlated SNPs within a gene, we find evidence of type 2 diabetes association with SNPs in five of the six known MODY genes: GCK, HNF1A, HNF1B, NEUROD1, and HNF4A. Our data suggest that common variants in several MODY genes play a modest role in type 2 diabetes susceptibility.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/genetics , Diabetes Mellitus, Type 2/genetics , Hepatocyte Nuclear Factor 1-alpha/genetics , Hepatocyte Nuclear Factor 1-beta/genetics , Hepatocyte Nuclear Factor 4/genetics , Diabetes Mellitus, Type 2/etiology , Female , Finland , Glucokinase/genetics , Homeodomain Proteins/genetics , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Trans-Activators/genetics
14.
Diabetes ; 55(9): 2649-53, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16936217

ABSTRACT

Transcription factor 7-like 2 (TCF7L2) is part of the Wnt signaling pathway. Genetic variants within TCF7L2 on chromosome 10q were recently reported to be associated with type 2 diabetes in Icelandic, Danish, and American (U.S.) samples. We previously observed a modest logarithm of odds score of 0.61 on chromosome 10q, approximately 1 Mb from TCF7L2, in the Finland-United States Investigation of NIDDM Genetics study. We tested the five associated TCF7L2 single nucleotide polymorphism (SNP) variants in a Finnish sample of 1,151 type 2 diabetic patients and 953 control subjects. We confirmed the association with the same risk allele (P value <0.05) for all five SNPs. Our strongest results were for rs12255372 (odds ratio [OR] 1.36 [95% CI 1.15-1.61], P = 0.00026) and rs7903146 (1.33 [1.14-1.56], P = 0.00042). Based on the CEU HapMap data, we selected and tested 12 additional SNPs to tag SNPs in linkage disequilibrium with rs12255372. None of these SNPs showed stronger evidence of association than rs12255372 or rs7903146 (OR < or =1.26, P > or = 0.0054). Our results strengthen the evidence that one or more variants in TCF7L2 are associated with increased risk of type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 2/genetics , TCF Transcription Factors/genetics , Adult , Aged , Case-Control Studies , Female , Finland , Gene Frequency , Genetic Predisposition to Disease , Genetics, Population , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Transcription Factor 7-Like 2 Protein
15.
Diabetes ; 55(8): 2340-6, 2006 Aug.
Article in English | MEDLINE | ID: mdl-16873699

ABSTRACT

The Finnish DPS (Diabetes Prevention Study) demonstrated that lifestyle intervention, aimed at increasing physical activity, improving diet, and decreasing body weight, reduced the incidence of type 2 diabetes in individuals with overweight and impaired glucose tolerance by 58%. Here, we studied which immunological markers at baseline predicted subsequent type 2 diabetes and whether there are immunologically defined subsets of subjects who are more or less responsive to the protective effects of lifestyle intervention. We randomly assigned 522 participants to a control group (n = 257) or a lifestyle intervention group (n = 265). Immunological parameters at baseline included high-sensitivity C-reactive protein (CRP), serum amyloid A, interleukin-6, regulated on activation normal T-cell expressed and secreted (RANTES), macrophage migration inhibitory factor (MIF), and soluble intercellular adhesion molecule. In the control group, CRP was the best immunological predictor for progression to overt type 2 diabetes. In the intervention group, progression to type 2 diabetes was significantly higher in subjects with the highest RANTES concentrations and was lower in subjects with the highest MIF levels. Ratios of RANTES to MIF in the upper tertile were highly predictive of incident type 2 diabetes in the intervention group (P = 0.006), whereas the association was less pronounced in the control group (P = 0.088). Thus, systemic concentrations of immune mediators appear to be associated with the progression to type 2 diabetes and the prevention of type 2 diabetes by lifestyle changes.


Subject(s)
Biomarkers/blood , Diabetes Mellitus, Type 2/immunology , Diabetes Mellitus, Type 2/prevention & control , Life Style , Anthropometry , Body Mass Index , C-Reactive Protein/analysis , Cell Adhesion Molecules/blood , Chemokine CCL5/blood , Diet , Exercise , Female , Finland , Glucose Tolerance Test , Humans , Interleukin-6/blood , Macrophage Migration-Inhibitory Factors/blood , Male , Metabolic Syndrome/immunology , Middle Aged , Serum Amyloid A Protein/analysis , Weight Loss
16.
Genet Epidemiol ; 30(2): 180-90, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16374835

ABSTRACT

The pattern and nature of linkage disequilibrium in the human genome is being studied and catalogued as part of the International HapMap Project [:2003 Nature 426:789-796]. A key goal of the HapMap Project is to enable identification of tag single nucleotide polymorphisms (SNPs) that capture a substantial portion of common human genetic variability while requiring only a small fraction of SNPs to be genotyped [International HapMap Consortium, 2005: Nature 437:1299-1320]. In the current study, we examined the effectiveness of using the CEU HapMap database to select tag SNPs for a Finnish sample. We selected SNPs in a 17.9-Mb region of chromosome 14 based on pairwise linkage disequilibrium (r(2)) estimates from the HapMap CEU sample, and genotyped 956 of these SNPs in 1,425 Finnish individuals. An excess of SNPs showed significantly different allele frequencies between the HapMap CEU and the Finnish samples, consistent with population-specific differences. However, we observed strong correlations between the two samples for estimates of allele frequencies, r(2) values, and haplotype frequencies. Our results demonstrate that the HapMap CEU samples provide an adequate basis for tag SNP selection in Finnish individuals, without the need to create a map specifically for the Finnish population, and suggest that the four-population HapMap data will provide useful information for tag SNP selection beyond the specific populations from which they were sampled.


Subject(s)
Chromosome Mapping/methods , Haplotypes/genetics , Linkage Disequilibrium/genetics , Models, Genetic , Polymorphism, Single Nucleotide/genetics , Chromosomes, Human, Pair 14/genetics , Finland , Gene Frequency , Genotype , Humans , Models, Statistical
17.
Hum Genet ; 118(2): 245-54, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16142453

ABSTRACT

Mitochondria play an integral role in ATP production in cells and are involved in glucose metabolism and insulin secretion, suggesting that variants in the mitochondrial genome may contribute to diabetes susceptibility. In a study of Finnish families ascertained for type 2 diabetes mellitus (T2DM), we genotyped single nucleotide polymorphisms (SNPs) based on phylogenetic networks. These SNPs defined eight major haplogroups and subdivided groups H and U, which are common in Finns. We evaluated association with both diabetes disease status and up to 14 diabetes-related traits for 762 cases, 402 non-diabetic controls, and 465 offspring of genotyped females. Haplogroup J showed a trend toward association with T2DM affected status (OR 1.69, P=0.056) that became slightly more significant after excluding cases with affected fathers (OR 1.77, P=0.045). We also genotyped non-haplogroup-tagging SNPs previously reported to show evidence for association with diabetes or related traits. Our data support previous evidence for association of T16189C with reduced ponderal index at birth and also show evidence for association with reduced birthweight but not with diabetes status. Given the multiple tests performed and the significance levels obtained, this study suggests that mitochondrial genome variants may play at most a modest role in glucose metabolism in the Finnish population. Furthermore, our data do not support a reported maternal inheritance pattern of T2DM but instead show a strong effect of recall bias.


Subject(s)
DNA, Mitochondrial/genetics , Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Adenosine Triphosphate/biosynthesis , Aged , Diabetes Mellitus, Type 2/metabolism , Energy Metabolism/genetics , Female , Finland , Genotype , Glucose/metabolism , Humans , Insulin/metabolism , Insulin Secretion , Male , Quantitative Trait Loci/genetics , Retrospective Studies
18.
Diabetes ; 54(7): 2256-60, 2005 Jul.
Article in English | MEDLINE | ID: mdl-15983230

ABSTRACT

Impaired insulin secretion is a fundamental defect in type 2 diabetes. The aim of this study was to investigate whether single nucleotide polymorphisms (SNPs) in the genes regulating insulin secretion (SLC2A2 [encoding GLUT2], GCK, TCF1 [encoding HNF-1alpha], HNF4A, GIP, and GLP1R) are associated with the conversion from impaired glucose tolerance (IGT) to type 2 diabetes in participants of the Finnish Diabetes Prevention Study. With the exception of SLC2A2, other genes were not associated with the risk of type 2 diabetes. All four SNPs of SLC2A2 predicted the conversion to diabetes, and rs5393 (AA genotype) increased the risk of type 2 diabetes in the entire study population by threefold (odds ratio 3.04, 95% CI 1.34-6.88, P = 0.008). The risk for type 2 diabetes in the AA genotype carriers was increased in the control group (5.56 [1.78-17.39], P = 0.003) but not in the intervention group. We conclude that the SNPs of SLC2A2 predict the conversion to diabetes in obese subjects with IGT.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Glucose Intolerance/genetics , Monosaccharide Transport Proteins/genetics , Polymorphism, Single Nucleotide , Analysis of Variance , Diabetes Mellitus, Type 2/prevention & control , Disease Progression , Finland , Genotype , Glucose Transporter Type 2 , Humans , Multivariate Analysis , Obesity/genetics , Risk Factors
19.
Mol Genet Metab ; 85(4): 323-7, 2005 Aug.
Article in English | MEDLINE | ID: mdl-15936967

ABSTRACT

The SLC2A10 gene encodes a glucose transporter and is located on chromosome 20q13, where evidence has been found for linkage to type 2 diabetes (T2D) in multiple studies. We investigated SLC2A10 as a T2D candidate gene in Finns. We did not confirm the previously reported association between Ala206Thr and fasting insulin and we observed no statistically significant evidence for T2D association with any single marker. We tested haplotypes for association with diabetes-related traits and observed no excess of significant results.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Monosaccharide Transport Proteins/genetics , Polymorphism, Single Nucleotide , Chromosomes, Human, Pair 20 , Diabetes Mellitus, Type 2/metabolism , Finland , Genotype , Glucose Transport Proteins, Facilitative , Humans , Monosaccharide Transport Proteins/metabolism , Siblings
20.
Diabetes ; 54(1): 158-65, 2005 Jan.
Article in English | MEDLINE | ID: mdl-15616024

ABSTRACT

Clinical trials have demonstrated that lifestyle changes can prevent type 2 diabetes, but the importance of leisure-time physical activity (LTPA) is still unclear. We carried out post hoc analyses on the role of LTPA in preventing type 2 diabetes in 487 men and women with impaired glucose tolerance who had completed 12-month LTPA questionnaires. The subjects were participants in the Finnish Diabetes Prevention Study, a randomized controlled trial of lifestyle changes including diet, weight loss, and LTPA. There were 107 new cases of diabetes during the 4.1-year follow-up period. Individuals who increased moderate-to-vigorous LTPA or strenuous, structured LTPA the most were 63-65% less likely to develop diabetes. Adjustment for changes in diet and body weight during the study attenuated the association somewhat (upper versus lower third: moderate-to-vigorous LTPA, relative risk 0.51, 95% CI 0.26-0.97; strenuous, structured LTPA, 0.63, 0.35-1.13). Low-intensity and lifestyle LTPA and walking also conferred benefits, consistent with the finding that the change in total LTPA (upper versus lower third: 0.34, 0.19-0.62) was the most strongly associated with incident diabetes. Thus increasing physical activity may substantially reduce the incidence of type 2 diabetes in high-risk individuals.


Subject(s)
Diabetes Mellitus, Type 2/prevention & control , Exercise , Life Style , Physical Fitness , Energy Intake , Female , Finland , Glucose Tolerance Test , Humans , Leisure Activities , Male , Middle Aged , Risk Factors , Walking , Weight Loss
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