High-density lipoprotein cholesterol and kidney disease progression in patients with type 2 diabetes mellitus: the Fukushima Cohort Study
IntroductionDyslipidemia is a major risk factor for cardiovascular disease in type 2 diabetes mellitus (T2DM), but its association with kidney disease progression remains incompletely defined. Although low high-density lipoprotein cholesterol (HDL-C) has been linked to diabetic nephropathy, evidence regarding hard kidney outcomes is limited. We examined the associations between HDL-C and kidney events in patients with T2DM, in comparison with other lipid parameters.Research design and methodsA total of 1,033 patients with T2DM from the Fukushima Cohort Study were included. Participants were followed for kidney events, defined as a ≥50% decrease in estimated glomerular filtration rate (eGFR) or onset of kidney failure requiring kidney replacement therapy, and all-cause mortality over a median follow-up period of 5.3 years. Lipid parameters HDL-C, triglycerides (TG), low-density lipoprotein cholesterol, non-HDL-C, and TG/HDL-C ratio were categorized into quartiles and evaluated using Cox proportional hazards models, adjusted for age, sex, smoking history, history of cardiovascular disease, body mass index, systolic blood pressure, eGFR, hemoglobin A1c, and proteinuria.ResultsThe median patient age was 66 years, 56% were men, and the median eGFR was 68.6 mL/min/1.73 m2. After multivariable adjustment, patients in the lowest HDL-C quartile (<42 mg/dL) had significantly higher risks of kidney events (adjusted HR 2.61, 95% CI 1.32 to 5.14) and all-cause mortality (adjusted HR 2.27, 95% CI 1.16 to 4.42) than the reference group (HDL-C 49–58 mg/dL). A U-shaped association was observed between HDL-C and all-cause mortality. Subgroup and sensitivity analyses were consistent. No significant associations were observed for other lipid parameters with either kidney events or mortality.ConclusionsLow HDL-C levels were independently associated with kidney events and all-cause mortality in patients with T2DM. Future studies are warranted to clarify whether interventions targeting HDL-C can improve kidney disease progression in this high-risk population.Trial registration numberUMIN000040848.
- # High-density Lipoprotein Cholesterol
- # Kidney Events
- # Type 2 Diabetes Mellitus
- # Kidney Disease Progression In Patients
- # All-cause Mortality
- # Kidney Disease Progression
- # All-cause Mortality In Patients
- # Cardiovascular Disease In Type
- # Risk Factor For Cardiovascular Disease
- # History Of Cardiovascular Disease
- Research Article
- 10.31189/2165-6193-2.1.28
- Mar 1, 2013
- Journal of Clinical Exercise Physiology
Exploring Avenues for Raising HDL Cholesterol
- Research Article
- 10.3760/cma.j.cn112148-20220307-00160
- Aug 24, 2022
- Zhonghua xin xue guan bing za zhi
Objective: To investigate the relationship between high density lipoprotein cholesterol (HDL-C) and cardiovascular disease (CVD) and all-cause mortality in the elderly population. Methods: A total of 14 355 elderly persons aged ≥65 years, who participated in the annual physical examination in Kailuan Group in 2006 were included in this prospective cohort study. According to HDL-C level, the participants were divided into 4 groups: low-level group (HDL-C<1.30 mmol/L), intermediate-level group (1.30 mmol/L ≤HDL-C≤1.54 mmol/L), medium-high-level group (1.55 mmol/L ≤HDL-C≤1.80 mmol/L), high-level group (HDL-C≥1.81 mmol/L). Baseline data such as age, sex and blood lipid levels were collected and compared. Inpatient medical records and death information were obtained through the social security system, and CVD and all-cause mortality were analyzed. After adjusting for confounding factors, the medium-high-level group was used as the reference group. Cox proportional risk regression model was used to evaluate the impact of HDL-C on CVD and all-cause mortality events. The linear or nonlinear relationship between HDL-C level and CVD and all-cause mortality events was evaluated by restricted cubic spline regression model. Death competitive risk analysis was conducted, and sensitivity analysis was performed after excluding subjects with CVD or all-cause mortality within 1 year of follow-up and female participants. Results: The average age of this cohort was (71.5±5.5) years and follow-up time was (10.9±3.3) years. Compared with medium-high-level group, Cox proportional risk regression analysis showed that the HR (95%CI) of CVD and all-cause mortality in low-level group were 1.21 (1.06-1.38) (P<0.05) and 1.02 (0.95-1.11) (P>0.05), respectively; the HR (95%CI) of CVD events in high-level group was 1.17 (1.03-1.33) (P<0.05), and there was a marginal significant association with all-cause mortality, the HR (95%CI) was 1.07 (1.00-1.16) (0.05<P<0.1). The restricted cubic spline regression analysis showed that HDL-C was nonlinearly correlated with CVD (nonlinear correlation P<0.1), and presented a U-shaped curve trend, while HDL-C was linearly correlated with all-cause mortality (nonlinear correlation P>0.1). Conclusions: In the elderly population, the risk of CVD is lowest when the HDL-C level is 1.55-1.80 mmol/L, either high or low HDL-C is a risk factor for CVD. High HDL-C tends to be related to increased risk of all-cause mortality and low HDL-C is not related to increased risk of all-cause mortality.
- Research Article
- 10.1186/s12944-026-02874-w
- Jan 27, 2026
- Lipids in health and disease
While the U-shaped association between high-density lipoprotein cholesterol (HDL-C) levels and the risk of all-cause and cardiovascular mortality is well-established, the underlying contributions of HDL subclasses remain poorly understood. This study aimed to comprehensively analyze the variations of HDL subclass components across different HDL-C levels and assess their associations with the risk of all-cause and cardiovascular mortality. This study enrolled 1,585 participants aged 35-75 years from China Health Evaluation And risk Reduction through nationwide Teamwork (ChinaHEART) (2014-2023). Lipoprotein parameters were measured by nuclear magnetic resonance, with a focus on triglycerides (TG), cholesterol (CH), free cholesterol (FC), phospholipids (PL), apolipoprotein A1 (Apo-A1) and apolipoprotein A2 (Apo-A2) within four density-separated HDL subclasses (HDL1-HDL4). Between-group comparisons were performed using analysis of variance with post-hoc least significant difference tests. Cox proportional hazards regression models and competing risk models were used to assess the association of HDL subclass components with all-cause and cardiovascular mortality. Potential nonlinear associations were examined using models with restricted cubic splines (RCS). During a median follow-up of 7.6 years, 84 all-cause (5.3%) and 23 (1.5%) cardiovascular deaths were documented. As HDL-C concentration increased, most HDL subclass components (including CH, FC, PL, and Apo-A1) also increased across low (≤ 30mg/dL), intermediate (50-60mg/dL), and high (≥ 100mg/dL) HDL-C groups. Regression models showed that components in larger, more buoyant HDL subclasses (such as H1TG, H2TG, H1CH, H1FC, H1PL, H1A1, H1A2 and H2A2) were positively associated with all-cause mortality, whereas smaller, denser ones (including H4CH, H4FC, H4PL, H4A1 and H4A2) exhibited protective effects. H1PL, H1A1 and H1A2 also emerged as independent risk factors for cardiovascular mortality. The RCS analysis revealed positive linear associations of H1CH and H1A1 with all-cause mortality, while H4CH and H4A1 were inversely associated. Larger, more buoyant HDL subclasses showed a positive association with all-cause mortality, whereas smaller, denser ones were protectively associated. The U-shaped association between HDL-C and mortality may be primarily explained by lower levels of H4CH at very low HDL-C concentrations and higher levels of H1CH at extremely high HDL-C levels. Similar explanations could also account for the association between Apo-A1 and mortality. ClinicalTrials.gov, NCT02536456. Registered 24 August 2015.
- Research Article
319
- 10.1161/hq0701.092137
- Jul 1, 2001
- Arteriosclerosis, Thrombosis, and Vascular Biology
High density lipoprotein (HDL) cholesterol concentrations have been shown to increase with regular endurance exercise and, therefore, can contribute to a lower risk of coronary heart disease in physically active individuals compared with sedentary subjects. Although low HDL cholesterol levels are frequently observed in combination with hypertriglyceridemia, some individuals may be characterized by isolated hypoalphalipoproteinemia, ie, low HDL cholesterol levels in the absence of elevated triglyceride (TG) concentrations. The present study compared the responses of numerous lipoprotein-lipid variables to a 20-week endurance exercise training program in men categorized on the basis of baseline TG and HDL cholesterol concentrations: (1) low TG and high HDL cholesterol (normolipidemia), (2) low TG and low HDL cholesterol (isolated low HDL cholesterol), (3) high TG and high HDL cholesterol (isolated high TGs), and (4) high TGs and low HDL cholesterol (high TG/low HDL cholesterol). A series of physical and metabolic variables was measured before and after the training program in a sample of 200 men enrolled in the Health, Risk Factors, Exercise Training and Genetics (HERITAGE) Family Study. At baseline, men with high TG/low HDL cholesterol had more visceral adipose tissue than did men with isolated low HDL cholesterol and men with normolipidemia. The 0.4% (not significant) exercise-induced increase in HDL cholesterol levels in men with isolated low HDL cholesterol suggests that they did not benefit from the "HDL-raising" effect of exercise. In contrast, men with high TG/low HDL cholesterol showed a significant increase in HDL cholesterol levels (4.9%, P<0.005). Whereas both subgroups of men with elevated TG levels showed reductions in plasma TGs ( approximately -15.0%, P<0.005), only those with high TG/low HDL cholesterol showed significantly reduced apolipoprotein B levels at the end of the study (-6.0%, P<0.005). Multiple regression analyses revealed that the exercise-induced change in abdominal subcutaneous adipose tissue (10.6%, P<0.01) was the only significant correlate of the increase in plasma HDL cholesterol with training in men with high TG/low HDL cholesterol. Results of the present study suggest that regular endurance exercise training may be particularly helpful in men with low HDL cholesterol, elevated TGs, and abdominal obesity.
- Research Article
- 10.3760/cma.j.issn.1007-6638.2017.04.013
- Aug 28, 2017
Objective To assess the role of serum high density lipoprotein cholesterol(HDL-C)level on long-term clinical outcomes in patients receiving cardiac resynchronization therapy(CRT). Methods A total of 357 consecutive single-center patients with CRT between January 2010 and December 2015 were retrospectively enrolled and categorized into 2 groups based on serum HDL-C level(HDL-C≥1.0 mmol/L, HDL-C<1.0 mmol/L). During the follow-up, re-hospitalization due to worsening heart failure(HF)or all-cause mortality(including heart transplantation)was analyzed using Kaplan-Meier curves and log-rank test.Serum HDL-C level was evaluated in Cox proportional-hazards regression models as an independent prognostic factor. Results There were 168(47.1%)patients with lower HDL-C which had lower cholesterol, estimated glomerular filtration rate(eGFR)and proportion prescribed with spironolactone, and had higher body mass index, higher proportion of hypertension, diabetes, fasting blood glucose, alanine aminotransferase, serum creatinine, serum uric acid, high-sensitivity C reactive protein and proportion prescribed with digitalis.During the follow-up, 46(12.9%)patients died, 6(1.7%)underwent heart transplantation and 103(28.9%)had at least one HF readmission. Log-rank test analyses demonstrated that lower HDL-C was associated with a significantly higher HF re-hospitalization (χ2=7.822, P=0.005)and all-cause mortality(χ2=16.817, P=0.000). Cox analysis showed that lower HDL-C was the independent risk factor for HF re-hospitalization[hazard ratio(HR)=0.407, 95% confidence interval(CI): 0.178-0.933, P=0.096] and all-cause mortality(HR=0.256, 95%CI: 0.076-0.865, P=0.028). Conclusion In CRT patients, baseline serum HDL-C level is associated with clinical condition.HDL-C level is the independent risk factor for HF re-hospitalization and all-cause mortality. Key words: Cardiac resynchronization therapy; High density lipoprotein cholesterol; Heart failure; All-cause mortality
- Research Article
13
- 10.1161/atvbaha.110.209544
- Jul 14, 2010
- Arteriosclerosis, Thrombosis, and Vascular Biology
Epidemiological evidence strongly favors the notion that the risk of cardiovascular disease (CVD) is inversely related to the plasma high-density lipoprotein (HDL) cholesterol concentration.1 Low HDL cholesterol is still predictive of high CVD risk in subjects with low LDL cholesterol,2 as well as during statin treatment.3 These observational data and other studies, which show that HDL particles contain a large number of antioxidative, antiinflammatory, and antiproliferative proteins, underlie the generally held view that HDL particles have atheroprotective properties.1–5 However, evidence is accumulating supporting the concept that high HDL cholesterol levels do not always predict reduced CVD risk. The Incremental Decrease in End Points through Aggressive Lipid Lowering (IDEAL) trial and the European Prospective Investigation into Cancer and Nutrition (EPIC)-Norfolk case-control study revealed that (recurrent) CVD risk is not decreased in subjects with the highest HDL cholesterol and the greatest mean HDL particle size.6 More recently, a high HDL cholesterol, high C-reactive protein (CRP) subgroup of individuals at increased risk for a first cardiovascular event was identified in the community-dwelling Prevention of Renal and Vascular End-Stage Disease (PREVEND) cohort using the “outcome event mapping approach,” a graphical exploratory data analysis tool that has been originally developed by Corsetti et al.7 Applying this analytic method to the Thrombogenic Factors and Recurrent Coronary Events (THROMBO) postinfarction cohort, the presence of a subgroup …
- Research Article
18
- 10.1161/01.atv.13.6.842
- Jun 1, 1993
- Arteriosclerosis and thrombosis : a journal of vascular biology
Reduced plasma levels of high density lipoprotein (HDL) cholesterol are associated with increased risk for coronary heart disease. Although plasma HDL levels are, in general, inversely related to plasma triglyceride (TG) concentrations, a small proportion of individuals with low HDL cholesterol concentrations have normal plasma TG levels. We wished to determine whether subjects with low plasma levels of HDL cholesterol could be characterized by common abnormalities of lipoprotein metabolism independent of plasma TGs. Therefore, we studied the metabolism of low density lipoprotein (LDL) apolipoprotein B (apo B) and HDL apolipoprotein A-I (apo A-I) in subjects with low plasma HDL cholesterol concentrations with or without hypertriglyceridemia. Nine subjects with low plasma HDL cholesterol levels and normal levels of plasma TGs and LDL cholesterol were studied. Autologous 131I-LDL and 125I-HDL were injected intravenously, and blood samples were collected for 2 weeks. LDL apo B and HDL apo A-I levels were measured by specific radioimmunoassays. Fractional catabolic rates (FCRs, pools per day) and production rates (PRs, milligrams/kilogram.day) for each apolipoprotein were determined. The results were compared with those obtained previously in nine subjects with low plasma HDL cholesterol levels and hypertriglyceridemia and in seven normal subjects. The normal subjects had an HDL apo A-I FCR (mean +/- SD) of 0.21 +/- 0.04. Despite large differences in plasma TG levels, the HDL apo A-I FCRs were similar in the low-HDL, normal-TG group (0.30 +/- 0.09) and the low-HDL, high-TG group (0.33 +/- 0.10), although only the latter value was significantly increased versus control subjects (p < 0.03). Increased apo A-I FCRs were associated with reduced HDL apo A-I levels in both groups of patients. Apo A-I PRs were similar in all groups. In contrast, LDL apo B PR was increased approximately 50% in the low-HDL, normal-TG group (19.3 +/- 6.6; p < 0.01) compared with normal subjects (12.5 +/- 2.6). There was a strong trend toward a greater LDL apo B PR in the low-HDL, high-TG group (17.6 +/- 4.5; p = 0.06 versus normal subjects) as well. LDL apo B FCRs were similar in all three groups. LDL apo B concentrations were also increased in the group with low HDL cholesterol and normal TG levels. Both groups with low HDL cholesterol levels had cholesterol-depleted LDL and HDL particles.(ABSTRACT TRUNCATED AT 400 WORDS)
- Research Article
32
- 10.1016/j.amjcard.2013.12.042
- Jan 31, 2014
- The American Journal of Cardiology
Preventable Coronary Heart Disease Events from Control of Cardiovascular Risk Factors in US Adults With Diabetes (Projections from Utilizing the UKPDS Risk Engine)
- Research Article
447
- 10.1056/nejm199304293281702
- Apr 29, 1993
- New England Journal of Medicine
Whether the plasma triglyceride level is a risk factor for coronary heart disease has been controversial, and evaluation of the triglyceride level as a risk factor is fraught with methodologic difficulties. We studied the association between plasma triglyceride levels and the 12-year incidence of death from coronary heart disease in 10 North American populations participating in the Lipid Research Clinics Follow-up Study, while adjusting for the potential confounding effects of other risk factors for cardiovascular disease, including the level of high-density lipoprotein (HDL) cholesterol. All analyses were sex-specific, and separate analyses were performed in high and low strata of HDL cholesterol, low-density lipoprotein (LDL) cholesterol, fasting plasma glucose, and age. The rates of coronary death in both men and women increased with the triglyceride level. In Cox proportional-hazards models adjusted for age, in which the natural log of the triglyceride levels was used to give a normal distribution, the relative risk per natural-log unit of triglyceride (e.g., a triglyceride level of 150 mg per deciliter vs. a level of 55 mg per deciliter) was 1.54 (95 percent confidence interval, 1.19 to 1.98; P < 0.001) in men and 1.88 (95 percent confidence interval, 1.19 to 2.98; P < 0.007) in women. After an adjustment for potential covariates, however, these relative risks were not statistically significant. Analyses based on lipoprotein cholesterol levels revealed a positive association between the triglyceride level and coronary mortality in the lower stratum of both HDL and LDL cholesterol, but not in the higher stratum. Conversely, the HDL cholesterol level was unrelated to coronary mortality in the lower stratum of LDL cholesterol, but was strongly inversely associated with coronary death in the higher stratum of LDL cholesterol. The relative risk of coronary death associated with triglyceride level was higher at younger ages. The associations between the triglyceride level and coronary mortality in the lower HDL cholesterol, LDL cholesterol, and age strata were small and were further reduced by an adjustment for the fasting plasma glucose level. Overall, the plasma triglyceride level showed no independent association with coronary mortality. However, in subgroups of subjects with lower HDL and LDL cholesterol levels and in younger subjects, defined a priori, an association between the triglyceride level and coronary mortality was observed, although this association was small and was not statistically significant after an adjustment for the plasma glucose level.
- Research Article
- 10.31189/2165-6193-1.1.21
- Mar 1, 2012
- Journal of Clinical Exercise Physiology
An Evidence-Based Review of Exercise and Metabolic Syndrome
- Research Article
- 10.1007/s00380-025-02568-w
- Jun 24, 2025
- Heart and vessels
The association between high-density lipoprotein cholesterol (HDL-C) levels and prognosis in patients with acute coronary syndrome (ACS) undergoing percutaneous coronary intervention (PCI) remains unclear. This study aimed to investigate the relationship between HDL-C levels and all-cause mortality in this population. This multicenter prospective cohort study included 17,180 ACS patients who underwent PCI from the Multicenter Prospective Cohort Study on Acute Coronary Syndrome (MPCS-ACS). HDL-C levels were categorized into four groups: < 30, 30-60, 60-90 (reference), and ≥ 90mg/dL. The primary endpoint was all-cause mortality. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs), with multivariable adjustments. During a median follow-up of 49months, 1200 all-cause mortality events occurred. U-shaped associations were observed between HDL-C levels and risks of all-cause mortality. After multivariable adjustment, compared to patients with HDL-C levels of 60-90mg/dL, ACS patients with HDL-C < 30mg/dL or ≥ 90mg/dL had a significantly increased risk of all-cause mortality, with HRs [95% CI] of 3.52 (2.66-4.64) and 2.71 (2.10-3.50), respectively. Both extremely low and high HDL-C levels were associated with increased risk of all-cause mortality in ACS patients undergoing PCI. Maintaining HDL-C levels within the 60-90mg/dL range may be associated with better long-term outcomes.
- Research Article
19
- 10.1186/1471-2458-14-545
- Jun 2, 2014
- BMC Public Health
BackgroundLow plasma high-density lipoprotein cholesterol (HDL-C) levels are a strong, independent, but poorly understood risk factor for cardiovascular disease (CVD). Although this atherogenic lipid abnormality has been widely reported in Australia’s Indigenous peoples, Aboriginal and Torres Strait Islanders, the evidence has not come under systematic review. This review therefore examines published data for Indigenous Australians reporting 1) mean HDL-C levels for both sexes and 2) factors associated with low HDL-C.MethodsPubMed, Medline and Informit ATSI Health databases were systematically searched between 1950 and 2012 for studies on Indigenous Australians reporting mean HDL-C levels in both sexes. Retrieved studies were evaluated by standard criteria. Low HDL-C was defined as: <1.0 mmol/L. Analyses of primary data associating measures of HDL-C with other CVD risk factors were also performed.ResultsFifteen of 93 retrieved studies were identified for inclusion. These provided 58 mean HDL-C levels; 29 for each sex, most obtained in rural/regional (20%) or remote settings (60%) and including 51–1641 participants. For Australian Aborigines, mean HDL-C values ranged between 0.81-1.50 mmol/L in females and 0.76-1.60 mmol/L in males. Two of 15 studies reported HDL-C levels for Torres Strait Islander populations, mean HDL-C: 1.00 or 1.11 mmol/L for females and 1.01 or 1.13 mmol/L for males. Low HDL-C was observed only in rural/regional and remote settings - not in national or urban studies (n = 3) in either gender. Diabetes prevalence, mean/median waist-to-hip ratio and circulating C-reactive protein levels were negatively associated with HDL-C levels (all P < 0.05). Thirty-four per cent of studies reported lower mean HDL-C levels in females than in males.ConclusionsVery low mean HDL-C levels are common in Australian Indigenous populations living in rural and remote communities. Inverse associations between HDL-C and central obesity, diabetes prevalence and inflammatory markers suggest a particularly adverse CVD risk factor profile. An absence of sex dichotomy in HDL-C levels warrants further investigation.
- Research Article
2
- 10.5837/bjc.2023.005
- Jan 1, 2023
- The British journal of cardiology
Low high-density lipoprotein-cholesterol (HDL-C) concentration is among the strongest independent risk factors for cardiovascular disease, however, studies to assess the cardioprotective effect of normal or high HDL-C level are lacking. To determine the prognostic impact of initial serum HDL-C level on in-hospital major adverse cardiovascular and cerebrovascular events (MACCE) and the one-year all-cause mortality in patients presenting with ST-elevation myocardial infarction (STEMI) we performed a retrospective analysis of the data from 1,415 patients presenting with STEMI in a tertiary-care centre equipped with a 24-hour-ready catheterisation laboratory. The period from June 2014 to June 2017 was reviewed with a follow-up as regards one-year all-cause mortality. Patients were divided into two groups according to HDL-C level. HDL-C <40 mg/dL (2.22 mmol/L) was considered low, while HDL-C ≥40 mg/dL was considered normal. There were 1,109 patients with low HDL-C, while 306 had normal HDL-C levels, which was statistically significant (p<0.001). Total MACCE and all-cause mortality were significantly lower in patients with normal HDL-C (p=0.03 and p=0.01, respectively). In conclusion, this retrospective study to assess the prognostic effect of HDL-C in patients presenting with STEMI, found normal HDL-C level was associated with lower in-hospital MACCE and all-cause mortality at one-year follow-up.
- Research Article
2
- 10.7717/peerj.18264
- Oct 14, 2024
- PeerJ
Meteorin-like (Metrnl) is a novel adipokine which is highly expressed in adipose tissue and has a beneficial effect on glucose and lipid metabolism. High density lipoprotein cholesterol (HDL-C) is well recognized to be inversely associated with cardiovascular events. However, the relationship between serum Metrnl levels and HDL-C in the type 2 diabetes mellitus (T2DM) remains unclear. Therefore, the present study aimed to evaluate the association of serum Metrnl with HDL-C levels in T2DM. Eighty participants with T2DM were included in this cross-sectional study. They were divided into two groups according to HDL-C levels: Group1 (lower HDL-C group): HDL-C < 1.04 mmol/L; Group2 (higher HDL-C group): HDL-C ≥ 1.04 mmol/L. Serum Metrnl levels were measured by enzyme-linked immunosorbent assay (ELISA). As compared with lower HDL-C levels groups, serum Metrnl levels were significantly higher in the group with higher HDL-C. Binary logistic regression analysis showed serum Metrnl levels were positively associated with HDL-C group after adjustment with sex, age, body mass index (BMI), mean arterial pressure (MAP), fasting blood glucose (FPG), triglyceride (TG). Furthermore, serum Metrnl levels were inversely correlated with insulin resistance index (HOMA-IR). HDL-C levels were lowest in the group with the lowest Metrnl levels group and remained positively associated with Metrnl after adjustment for sex, age, BMI, TG, and HOMA-IR by using multivariate logistic regression analysis. Serum Metrnl levels were positively associated with HDL-C levels in patients with T2DM.This suggests that increasing serum Metrnl levels maybe a candidate for improving lipid metabolism and preventing cardiovascular events in T2DM. The study was registered in the Chinese clinical trial registry (ChiCTR- 2100047148).
- Research Article
40
- 10.1194/jlr.m500137-jlr200
- Oct 1, 2005
- Journal of Lipid Research
We conducted a genome-wide scan using variance components linkage analysis to localize quantitative-trait loci (QTLs) influencing triglyceride (TG), high density lipoprotein-cholesterol (HDL-C), low density lipoprotein-cholesterol, and total cholesterol (TC) levels in 3,071 subjects from 459 families with atherogenic dyslipidemia. The most significant evidence for linkage to TG levels was found in a subset of Turkish families at 11q22 [logarithm of the odds ratio (LOD)=3.34] and at 17q12 (LOD=3.44). We performed sequential oligogenic linkage analysis to examine whether multiple QTLs jointly influence TG levels in the Turkish families. These analyses revealed loci at 20q13 that showed strong epistatic effects with 11q22 (conditional LOD=3.15) and at 7q36 that showed strong epistatic effects with 17q12 (conditional LOD=3.21). We also found linkage on the 8p21 region for TG in the entire group of families (LOD=3.08). For HDL-C levels, evidence of linkage was identified on chromosome 15 in the Turkish families (LOD=3.05) and on chromosome 5 in the entire group of families (LOD=2.83). Linkage to QTLs for TC was found at 8p23 in the entire group of families (LOD=4.05) and at 5q13 in a subset of Turkish and Mediterranean families (LOD=3.72). These QTLs provide important clues for the further investigation of genes responsible for these complex lipid phenotypes. These data also indicate that a large proportion of the variance of TG levels in the Turkish population is explained by the interaction of multiple genetic loci.
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