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1.
BMC Med ; 22(1): 173, 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38649900

ABSTRACT

BACKGROUND: The molecular pathways linking short and long sleep duration with incident diabetes mellitus (iDM) and incident coronary heart disease (iCHD) are not known. We aimed to identify circulating protein patterns associated with sleep duration and test their impact on incident cardiometabolic disease. METHODS: We assessed sleep duration and measured 78 plasma proteins among 3336 participants aged 46-68 years, free from DM and CHD at baseline, and identified cases of iDM and iCHD using national registers. Incident events occurring in the first 3 years of follow-up were excluded from analyses. Tenfold cross-fit partialing-out lasso logistic regression adjusted for age and sex was used to identify proteins that significantly predicted sleep duration quintiles when compared with the referent quintile 3 (Q3). Predictive proteins were weighted and combined into proteomic scores (PS) for sleep duration Q1, Q2, Q4, and Q5. Combinations of PS were included in a linear regression model to identify the best predictors of habitual sleep duration. Cox proportional hazards regression models with sleep duration quintiles and sleep-predictive PS as the main exposures were related to iDM and iCHD after adjustment for known covariates. RESULTS: Sixteen unique proteomic markers, predominantly reflecting inflammation and apoptosis, predicted sleep duration quintiles. The combination of PSQ1 and PSQ5 best predicted sleep duration. Mean follow-up times for iDM (n = 522) and iCHD (n = 411) were 21.8 and 22.4 years, respectively. Compared with sleep duration Q3, all sleep duration quintiles were positively and significantly associated with iDM. Only sleep duration Q1 was positively and significantly associated with iCHD. Inclusion of PSQ1 and PSQ5 abrogated the association between sleep duration Q1 and iDM. Moreover, PSQ1 was significantly associated with iDM (HR = 1.27, 95% CI: 1.06-1.53). PSQ1 and PSQ5 were not associated with iCHD and did not markedly attenuate the association between sleep duration Q1 with iCHD. CONCLUSIONS: We here identify plasma proteomic fingerprints of sleep duration and suggest that PSQ1 could explain the association between very short sleep duration and incident DM.


Subject(s)
Coronary Disease , Proteomics , Sleep , Humans , Middle Aged , Male , Female , Coronary Disease/epidemiology , Coronary Disease/blood , Aged , Proteomics/methods , Sleep/physiology , Diabetes Mellitus/epidemiology , Diabetes Mellitus/blood , Incidence , Cohort Studies , Biomarkers/blood , Time Factors , Blood Proteins/analysis , Sleep Duration
2.
J Transl Med ; 22(1): 404, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38689297

ABSTRACT

BACKGROUND: Ischemic heart disease is one of the leading causes of mortality worldwide, and thus calls for development of more effective therapeutic strategies. This study aimed to identify potential therapeutic targets for coronary heart disease (CHD) and myocardial infarction (MI) by investigating the causal relationship between plasma proteins and these conditions. METHODS: A two-sample Mendelian randomization (MR) study was performed to evaluate more than 1600 plasma proteins for their causal associations with CHD and MI. The MR findings were further confirmed through Bayesian colocalization, Summary-data-based Mendelian Randomization (SMR), and Transcriptome-Wide Association Studies (TWAS) analyses. Further analyses, including enrichment analysis, single-cell analysis, MR analysis of cardiovascular risk factors, phenome-wide Mendelian Randomization (Phe-MR), and protein-protein interaction (PPI) network construction were conducted to verify the roles of selected causal proteins. RESULTS: Thirteen proteins were causally associated with CHD, seven of which were also causal for MI. Among them, FES and PCSK9 were causal proteins for both diseases as determined by several analytical methods. PCSK9 was a risk factor of CHD (OR = 1.25, 95% CI: 1.13-1.38, P = 7.47E-06) and MI (OR = 1.36, 95% CI: 1.21-1.54, P = 2.30E-07), whereas FES was protective against CHD (OR = 0.68, 95% CI: 0.59-0.79, P = 6.40E-07) and MI (OR = 0.65, 95% CI: 0.54-0.77, P = 5.38E-07). Further validation through enrichment and single-cell analysis confirmed the causal effects of these proteins. Moreover, MR analysis of cardiovascular risk factors, Phe-MR, and PPI network provided insights into the potential drug development based on the proteins. CONCLUSIONS: This study investigated the causal pathways associated with CHD and MI, highlighting the protective and risk roles of FES and PCSK9, respectively. FES. Specifically, the results showed that these proteins are promising therapeutic targets for future drug development.


Subject(s)
Blood Proteins , Coronary Disease , Mendelian Randomization Analysis , Myocardial Infarction , Proteomics , Humans , Myocardial Infarction/blood , Myocardial Infarction/genetics , Proteomics/methods , Coronary Disease/blood , Coronary Disease/genetics , Blood Proteins/metabolism , Protein Interaction Maps/genetics , Bayes Theorem , Molecular Targeted Therapy , Risk Factors , Genome-Wide Association Study , Proprotein Convertase 9/genetics , Proprotein Convertase 9/blood , Proprotein Convertase 9/metabolism
3.
Clin Chem ; 70(5): 768-779, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38472127

ABSTRACT

BACKGROUND: Premature coronary heart disease (CHD) is a major cause of death in women. We aimed to characterize biomarker profiles of women who developed CHD before and after age 65 years. METHODS: In the Women's Health Study (median follow-up 21.5 years), women were grouped by age and timing of incident CHD: baseline age <65 years with premature CHD by age 65 years (25 042 women; 447 events) and baseline age ≥65 years with nonpremature CHD (2982 women; 351 events). Associations of 44 baseline plasma biomarkers measured using standard assays and a nuclear magnetic resonance (NMR)-metabolomics assay were analyzed using Cox models adjusted for clinical risk factors. RESULTS: Twelve biomarkers showed associations only with premature CHD and included lipoprotein(a), which was associated with premature CHD [adjusted hazard ratio (HR) per SD: 1.29 (95% CI 1.17-1.42)] but not with nonpremature CHD [1.09(0.98-1.22)](Pinteraction = 0.02). NMR-measured lipoprotein insulin resistance was associated with the highest risk of premature CHD [1.92 (1.52-2.42)] but was not associated with nonpremature CHD (Pinteraction <0.001). Eleven biomarkers showed stronger associations with premature vs nonpremature CHD, including apolipoprotein B. Nine NMR biomarkers showed no association with premature or nonpremature CHD, whereas 12 biomarkers showed similar significant associations with premature and nonpremature CHD, respectively, including low-density lipoprotein (LDL) cholesterol [1.30(1.20-1.45) and 1.22(1.10-1.35)] and C-reactive protein [1.34(1.19-1.50) and 1.25(1.08-1.44)]. CONCLUSIONS: In women, a profile of 12 biomarkers was selectively associated with premature CHD, driven by lipoprotein(a) and insulin-resistant atherogenic dyslipoproteinemia. This has implications for the development of biomarker panels to screen for premature CHD.


Subject(s)
Biomarkers , Coronary Disease , Humans , Female , Biomarkers/blood , Coronary Disease/blood , Coronary Disease/diagnosis , Middle Aged , Aged , Lipoprotein(a)/blood , Magnetic Resonance Spectroscopy , Risk Factors
4.
Cardiovasc Diabetol ; 23(1): 162, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38724999

ABSTRACT

BACKGROUND: The triglyceride glucose-body mass index (TyG-BMI) is recognized as a reliable surrogate for evaluating insulin resistance and an effective predictor of cardiovascular disease. However, the link between TyG-BMI index and adverse outcomes in heart failure (HF) patients remains unclear. This study examines the correlation of the TyG-BMI index with long-term adverse outcomes in HF patients with coronary heart disease (CHD). METHODS: This single-center, prospective cohort study included 823 HF patients with CHD. The TyG-BMI index was calculated as follows: ln [fasting triglyceride (mg/dL) × fasting blood glucose (mg/dL)/2] × BMI. To explore the association between the TyG-BMI index and the occurrences of all-cause mortality and HF rehospitalization, we utilized multivariate Cox regression models and restricted cubic splines with threshold analysis. RESULTS: Over a follow-up period of 9.4 years, 425 patients died, and 484 were rehospitalized due to HF. Threshold analysis revealed a significant reverse "J"-shaped relationship between the TyG-BMI index and all-cause mortality, indicating a decreased risk of all-cause mortality with higher TyG-BMI index values below 240.0 (adjusted model: HR 0.90, 95% CI 0.86-0.93; Log-likelihood ratio p = 0.003). A distinct "U"-shaped nonlinear relationship was observed with HF rehospitalization, with the inflection point at 228.56 (adjusted model: below: HR 0.95, 95% CI 0.91-0.98; above: HR 1.08, 95% CI 1.03-1.13; Log-likelihood ratio p < 0.001). CONCLUSIONS: This study reveals a nonlinear association between the TyG-BMI index and both all-cause mortality and HF rehospitalization in HF patients with CHD, positioning the TyG-BMI index as a significant prognostic marker in this population.


Subject(s)
Biomarkers , Blood Glucose , Body Mass Index , Coronary Disease , Heart Failure , Patient Readmission , Triglycerides , Humans , Male , Female , Heart Failure/mortality , Heart Failure/blood , Heart Failure/diagnosis , Triglycerides/blood , Middle Aged , Aged , Prospective Studies , Blood Glucose/metabolism , Time Factors , Biomarkers/blood , Risk Assessment , Risk Factors , Coronary Disease/mortality , Coronary Disease/blood , Coronary Disease/diagnosis , Coronary Disease/epidemiology , Prognosis , Cause of Death , Insulin Resistance , Predictive Value of Tests
5.
Cardiovasc Diabetol ; 23(1): 181, 2024 May 29.
Article in English | MEDLINE | ID: mdl-38811951

ABSTRACT

BACKGROUND AND AIMS: Atherosclerosis is the main cause of stroke and coronary heart disease (CHD), both leading mortality causes worldwide. Proteomics, as a high-throughput method, could provide helpful insights into the pathological mechanisms underlying atherosclerosis. In this study, we characterized the associations of plasma protein levels with CHD and with carotid intima-media thickness (CIMT), as a surrogate measure of atherosclerosis. METHODS: The discovery phase included 1000 participants from the KORA F4 study, whose plasma protein levels were quantified using the aptamer-based SOMAscan proteomics platform. We evaluated the associations of plasma protein levels with CHD using logistic regression, and with CIMT using linear regression. For both outcomes we applied two models: an age-sex adjusted model, and a model additionally adjusted for body mass index, smoking status, physical activity, diabetes status, hypertension status, low density lipoprotein, high density lipoprotein, and triglyceride levels (fully-adjusted model). The replication phase included a matched case-control sample from the independent KORA F3 study, using ELISA-based measurements of galectin-4. Pathway analysis was performed with nominally associated proteins (p-value < 0.05) from the fully-adjusted model. RESULTS: In the KORA F4 sample, after Bonferroni correction, we found CHD to be associated with five proteins using the age-sex adjusted model: galectin-4 (LGALS4), renin (REN), cathepsin H (CTSH), and coagulation factors X and Xa (F10). The fully-adjusted model yielded only the positive association of galectin-4 (OR = 1.58, 95% CI = 1.30-1.93), which was successfully replicated in the KORA F3 sample (OR = 1.40, 95% CI = 1.09-1.88). For CIMT, we found four proteins to be associated using the age-sex adjusted model namely: cytoplasmic protein NCK1 (NCK1), insulin-like growth factor-binding protein 2 (IGFBP2), growth hormone receptor (GHR), and GDNF family receptor alpha-1 (GFRA1). After assessing the fully-adjusted model, only NCK1 remained significant (ß = 0.017, p-value = 1.39e-06). Upstream regulators of galectin-4 and NCK1 identified from pathway analysis were predicted to be involved in inflammation pathways. CONCLUSIONS: Our proteome-wide association study identified galectin-4 to be associated with CHD and NCK1 to be associated with CIMT. Inflammatory pathways underlying the identified associations highlight the importance of inflammation in the development and progression of CHD.


Subject(s)
Biomarkers , Blood Proteins , Carotid Intima-Media Thickness , Coronary Disease , Predictive Value of Tests , Proteomics , Humans , Male , Female , Middle Aged , Aged , Biomarkers/blood , Blood Proteins/analysis , Case-Control Studies , Coronary Disease/blood , Coronary Disease/diagnosis , Coronary Disease/epidemiology , Coronary Disease/diagnostic imaging , Carotid Artery Diseases/blood , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/epidemiology , Proteome , Germany/epidemiology , Risk Factors , Risk Assessment , Coronary Artery Disease/blood , Coronary Artery Disease/diagnostic imaging , Adult
6.
Nutr Metab Cardiovasc Dis ; 34(7): 1581-1589, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38744581

ABSTRACT

BACKGROUND AND AIM: Accumulating evidence suggests a potential link between thyroid function with hypertension. However, the research results are limited, and there is no research to explore the relationship between central and peripheral thyroid hormones (THs) sensitivity and different grades of hypertension in patients with coronary heart disease (CHD). This study aims to prove the complex interaction between thyroid system and blood pressure, and provides new ideas for the assessment of hypertension in patients with CHD. METHODS AND RESULTS: Calculate parameters representing central and peripheral sensitivity to THs. Logistic regression analysis was used to analyze the relationship between central and peripheral THs sensitivity of CHD patients and different grades of hypertension, especially in different ages, sexes, blood glucose levels, smoking, and drinking statuses. Among the 34,310 participants, 19,610 (57.16 %) were diagnosed with hypertension. The risk of hypertension and TSHI (OR: 0.88; 95 % CI: 0.87-0.90; P < 0.001), TT4RI (OR: 0.998; 95 % CI: 0.998-0.999; P < 0.001), TFQI (OR: 0.63; 95 % CI: 0.60-0.67; P < 0.001), PTFQI (OR: 0.63; 95 % CI: 0.59-0.67; P < 0.001) was negatively associated. The risk of hypertension was positively associated with FT3/FT4 (OR: 1.20; 95 % CI: 1.17-1.22; P < 0.001). After stratified analysis, these associations remained significant at different ages, sexes, blood glucose levels, grades of hypertension, smoking, and drinking statuses (P < 0.001). CONCLUSIONS: This study shows that the decrease in central THs sensitivity index and the increase in peripheral THs sensitivity index are associated with a higher risk of hypertension in CHD patients.


Subject(s)
Biomarkers , Blood Pressure , Hypertension , Humans , Male , Female , Hypertension/physiopathology , Hypertension/diagnosis , Hypertension/epidemiology , Hypertension/blood , Cross-Sectional Studies , Middle Aged , Aged , Risk Factors , Biomarkers/blood , Risk Assessment , China/epidemiology , Thyroid Hormones/blood , Thyroid Gland/physiopathology , Severity of Illness Index , Adult , Coronary Disease/blood , Coronary Disease/diagnosis , Coronary Disease/epidemiology , Coronary Disease/physiopathology , Thyrotropin/blood
7.
J Sep Sci ; 47(8): e2300848, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38682821

ABSTRACT

Disorders of lipid metabolism are a common cause of coronary heart disease (CHD) and its comorbidities. In this study, ultra-performance liquid chromatography-high-resolution mass spectrometry in data-independent acquisition (DIA) mode was applied to collect abundant tandem mass spectrometry data, which provided valuable information for lipid annotation. For the lipid isomers that could not be completely separated by chromatography, parallel reaction monitoring (PRM) mode was used for quantification. A total of 223 plasma lipid metabolites were annotated, and 116 of them were identified for their fatty acyl chain composition and location. In addition, 152 plasma lipids in patients with CHD and its comorbidities were quantitatively analyzed. Multivariate statistical analysis and metabolic pathway analysis demonstrated that glycerophospholipid and sphingolipid metabolism deserved more attention for CHD. This study proposed a method combining DIA and PRM for high-throughput characterization of plasma lipids. The results also improved our understanding of metabolic disorders of CHD and its comorbidities, which can provide valuable suggestions for medical intervention.


Subject(s)
Biomarkers , Coronary Disease , Lipid Metabolism , Humans , Coronary Disease/blood , Coronary Disease/metabolism , Biomarkers/blood , Biomarkers/analysis , Chromatography, High Pressure Liquid , Lipids/blood , Tandem Mass Spectrometry , Comorbidity , Male , Middle Aged , Female
8.
Scand J Clin Lab Invest ; 84(2): 133-137, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38597780

ABSTRACT

MicroRNA-33b (miR-33b) affected various biological pathways in regulating cholesterol homeostasis which may link to the pathogenesis of atherosclerotic lesions. However, whether this marker is associated with the presence and severity of coronary heart disease (CHD) is undetermined. We aim to explore the diagnostic value of circulating miR-33b level in the presence and severity of CHD. Altogether 320 patients were enrolled, including 240 patients diagnosed with CHD while 80 were classified as controls after CAG examination. Circulating miR-33b level was analyzed in all subjects, the Gensini score was calculated to assess the severity of stenotic lesions. The association between miR-33b and the presence and severity of CHD was analyzed, and the diagnostic potential of miR-33b of CHD was performed by the receiver operating characteristic (ROC) analysis. The CHD group had higher miR-33b levels (p < 0.001), and the miR-33b content significantly elevated following an increasing Gensini score (p for trend < 0.001). After adjustments for potential risk factors, such as several blood lipid markers, miR-33b remained a significant determinant for CHD (p < 0.001). ROC analysis disclosed that the AUC was 0.931. The optimal cutoff value of miR-33b was with a sensitivity of 81.3% and a specificity of 98.7% in differentiating CHD. It can prognosticate that the higher level of miR-33b was linked to increased severity of disease in CHD patients. Thus, the application of this marker might assist in the diagnosis and classification of CHD patients. Nevertheless, additional studies with larger sample sizes will be required to verify these results.


Subject(s)
Biomarkers , Coronary Disease , MicroRNAs , ROC Curve , Severity of Illness Index , Aged , Female , Humans , Male , Middle Aged , Biomarkers/blood , Case-Control Studies , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Coronary Disease/blood , Coronary Disease/genetics , Coronary Disease/diagnosis , MicroRNAs/blood , Risk Factors
9.
Lipids Health Dis ; 23(1): 162, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38831434

ABSTRACT

BACKGROUND: The Triglyceride glucose (TyG) index-related indicators improve risk stratification by identifying individuals prone to atherosclerosis early in life. This study aimed to examine the relation between TyG-waist circumference-to-height ratio (TyG-WHtR) and coronary heart disease. METHODS: Data from four National Health and Nutrition Examination Surveys (NHANES) cycles between 2011 and 2018 were used for a cross-sectional study. The association between TyG-WHtR and coronary heart disease risk was examined using a multifactorial logistic regression model, and corresponding subgroup analyses were performed. Nonlinear correlations were analyzed using smooth curve fitting and threshold effects analysis. When nonlinear connections were discovered, appropriate inflection points were investigated using recursive methods. RESULTS: TyG-WHtR and coronary heart disease were significantly positively correlated in the multifactorial logistic regression analysis. Subgroup analyses and interaction tests revealed that gender, age, smoking status, and cancer were not significantly associated with this correlation (P for interaction > 0.05). Furthermore, utilizing threshold effect analysis and smooth curve fitting, a nonlinear connection with an inflection point of 0.36 was observed between TyG-WHtR and coronary heart disease. CONCLUSIONS: According to this study, the American population is far more likely to have coronary heart disease if they have higher TyG-WHtR levels.


Subject(s)
Blood Glucose , Coronary Disease , Triglycerides , Humans , Male , Triglycerides/blood , Female , Middle Aged , Coronary Disease/blood , Coronary Disease/epidemiology , Cross-Sectional Studies , Blood Glucose/metabolism , Adult , Nutrition Surveys , Aged , Logistic Models , Waist-Height Ratio , Waist Circumference , Risk Factors
10.
Bull Exp Biol Med ; 177(1): 15-21, 2024 May.
Article in English | MEDLINE | ID: mdl-38954298

ABSTRACT

Coronary heart disease (CHD) is related to aberrant aggregation of immune cells in the plaques. This study focused on identification of abnormal T cell subtypes and inflammatory factors in CHD patients. To this end, the subtypes of T cells in peripheral blood of CHD patients (n=141) and healthy controls (n=46) were analyzed by flow cytometry. Plasma concentrations of cytokines were analyzed by multiplex assay. It was shown that the number of T helper cells producing granulocyte-macrophage CSF (GM-CSF) was higher in CHD patients in comparison with healthy controls. In addition, the fractions of Th1 and Th17 cells as well as the levels of IL-4, IL-5, IL-6, and IL-10 in CHD patients also surpassed the control values (p<0.05). However, the level of GM-CSF was insignificantly lower in CHD patients. Thus, we revealed a relationship between the number of T cells producing GM-CSF and the severity of CHD. Our results can be used to develop new potential biomarkers for CHD detection.


Subject(s)
Biomarkers , Coronary Disease , Granulocyte-Macrophage Colony-Stimulating Factor , Interleukin-6 , Humans , Granulocyte-Macrophage Colony-Stimulating Factor/blood , Granulocyte-Macrophage Colony-Stimulating Factor/metabolism , Male , Female , Coronary Disease/immunology , Coronary Disease/blood , Middle Aged , Biomarkers/blood , Interleukin-6/blood , Case-Control Studies , Interleukin-10/blood , Th17 Cells/immunology , Th17 Cells/metabolism , Th1 Cells/immunology , Th1 Cells/metabolism , Interleukin-4/blood , Aged , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Helper-Inducer/metabolism , Adult , Flow Cytometry , Interleukin-5
11.
Vopr Pitan ; 93(2): 63-72, 2024.
Article in Russian | MEDLINE | ID: mdl-38809800

ABSTRACT

Chronic systemic inflammation is one of the leading pathogenetic pathways for the development of atherosclerosis in obese patients. In this regard, it seems promising to evaluate the effect of the diet and physical exertion on the proinflammatory activity of monocytes. The purpose of this research was to evaluate the effect of the diet and regular physical trainings on the secretion of monocyte chemotactic factor 1 (MCP-1) by monocytes in obese patients with coronary artery disease. Material and methods. 27 obese participants (body mass index >30 kg/m2) with a confirmed diagnosis of coronary heart disease were recruited. All participants were prescribed with 12 weeks of a specialized diet with a restriction of simple carbohydrates and salt, a 500-kcal daily energy deficit, and with inclusion of cruciferous (200 g per day), seasonal dark berries (70 g per day) and green tea (200 ml per day). The regular assisted physical trainings were also administered. The body composition, blood biochemical parameters and MCP-1 secretion rates in the primary culture of monocytes isolated from blood samples via the immunomagnetic separation method were assessed before and after the intervention. Results. As a result, after the 12-weeks intervention the reliable body weight loss (-4.0%), waist circumference (-4.2%), visceral fat (-5.4%), total cholesterol (-9.8%), LDL-cholesterol (-16.6%) and triglycerides (-26.0%), an improvement in the results of the 6-minute walk test (+10.33%) was achieved, as well as an LPS-stimulated monocytes secretion of MCP-1 decreased by 2.8 times (p=0.005). Conclusion. Overall, the results suggest that diet and regular physical activity in patients with obesity and coronary heart disease may decrease the functional "proinflammatory" activity of monocytes.


Subject(s)
Chemokine CCL2 , Coronary Disease , Monocytes , Obesity , Humans , Monocytes/metabolism , Obesity/diet therapy , Obesity/blood , Obesity/metabolism , Obesity/therapy , Male , Chemokine CCL2/blood , Chemokine CCL2/metabolism , Middle Aged , Female , Coronary Disease/diet therapy , Coronary Disease/metabolism , Coronary Disease/blood , Aged
12.
Arterioscler Thromb Vasc Biol ; 42(2): 227-237, 2022 02.
Article in English | MEDLINE | ID: mdl-34937388

ABSTRACT

OBJECTIVE: Plasma total HDL (high-density lipoprotein) is a heterogeneous mix of many protein-based subspecies whose functions and associations with coronary heart disease vary. We hypothesize that increasing HDL by CETP (cholesteryl ester transfer protein) inhibition failed to reduce cardiovascular disease risk, in part, because it increased dysfunctional subspecies associated with higher risk such as HDL that contains apoC3. Approach and Results: We studied participants in 2 randomized, double-blind, placebo-controlled trials of a CETP inhibitor on a background of atorvastatin treatment: ACCENTUATE (The Addition of Evacetrapib to Atorvastatin Compared to Placebo, High Intensity Atorvastatin, and Atorvastatin With Ezetimibe to Evaluate LDL-C Lowering in Patients With Primary Hyperlipidemia; 130 mg evacetrapib; n=126) and ILLUMINATE (Phase 3 Multi Center, Double Blind, Randomized, Parallel Group Evaluation of the Fixed Combination Torcetrapib/Atorvastatin, Administered Orally, Once Daily [Qd], Compared With Atorvastatin Alone, on the Occurrence of Major Cardiovascular Events in Subjects With Coronary Heart Disease or Risk Equivalents; 60 mg torcetrapib; n=80). We measured the concentration of apoA1 in total plasma and 17 protein-based HDL subspecies at baseline and 3 months. Both CETP inhibitors increased apoA1 in HDL that contains apoC3 the most of all HDL subspecies (median placebo-adjusted percent increase: evacetrapib 99% and torcetrapib 50%). They also increased apoA1 in other HDL subspecies associated with higher coronary heart disease risk such as those involved in inflammation (α-2-macroglobulin and complement C3) or hemostasis (plasminogen), and in HDL that contains both apoE and apoC3, a complex subspecies associated with higher coronary heart disease risk. ApoA1 in HDL that contains apoC1, associated with lower risk, increased 71% and 40%, respectively. Only HDL that contains apoL1 showed no response to either drug. CONCLUSIONS: CETP inhibitors evacetrapib and torcetrapib increase apoA1 in HDL subspecies that contain apoC3 and other HDL subspecies associated with higher risk of coronary heart disease. Subspecies-specific effects shift HDL subspecies concentrations toward a profile associated with higher risk, which may contribute to lack of clinical benefit from raising HDL by pharmaceutical CETP inhibition.


Subject(s)
Anticholesteremic Agents/therapeutic use , Benzodiazepines/therapeutic use , Cholesterol Ester Transfer Proteins/antagonists & inhibitors , Coronary Disease/blood , Hyperlipidemias/drug therapy , Lipoproteins, HDL/blood , Aged , Apolipoprotein C-III/blood , Atorvastatin/therapeutic use , Coronary Disease/etiology , Ezetimibe/therapeutic use , Female , Heart Disease Risk Factors , Humans , Hyperlipidemias/blood , Hyperlipidemias/complications , Male , Middle Aged
13.
Nature ; 544(7649): 235-239, 2017 04 12.
Article in English | MEDLINE | ID: mdl-28406212

ABSTRACT

A major goal of biomedicine is to understand the function of every gene in the human genome. Loss-of-function mutations can disrupt both copies of a given gene in humans and phenotypic analysis of such 'human knockouts' can provide insight into gene function. Consanguineous unions are more likely to result in offspring carrying homozygous loss-of-function mutations. In Pakistan, consanguinity rates are notably high. Here we sequence the protein-coding regions of 10,503 adult participants in the Pakistan Risk of Myocardial Infarction Study (PROMIS), designed to understand the determinants of cardiometabolic diseases in individuals from South Asia. We identified individuals carrying homozygous predicted loss-of-function (pLoF) mutations, and performed phenotypic analysis involving more than 200 biochemical and disease traits. We enumerated 49,138 rare (<1% minor allele frequency) pLoF mutations. These pLoF mutations are estimated to knock out 1,317 genes, each in at least one participant. Homozygosity for pLoF mutations at PLA2G7 was associated with absent enzymatic activity of soluble lipoprotein-associated phospholipase A2; at CYP2F1, with higher plasma interleukin-8 concentrations; at TREH, with lower concentrations of apoB-containing lipoprotein subfractions; at either A3GALT2 or NRG4, with markedly reduced plasma insulin C-peptide concentrations; and at SLC9A3R1, with mediators of calcium and phosphate signalling. Heterozygous deficiency of APOC3 has been shown to protect against coronary heart disease; we identified APOC3 homozygous pLoF carriers in our cohort. We recruited these human knockouts and challenged them with an oral fat load. Compared with family members lacking the mutation, individuals with APOC3 knocked out displayed marked blunting of the usual post-prandial rise in plasma triglycerides. Overall, these observations provide a roadmap for a 'human knockout project', a systematic effort to understand the phenotypic consequences of complete disruption of genes in humans.


Subject(s)
Consanguinity , DNA Mutational Analysis , Gene Deletion , Genes/genetics , Genetic Association Studies/methods , Homozygote , Phenotype , 1-Alkyl-2-acetylglycerophosphocholine Esterase/deficiency , 1-Alkyl-2-acetylglycerophosphocholine Esterase/genetics , Apolipoprotein C-III/deficiency , Apolipoprotein C-III/genetics , Cohort Studies , Coronary Disease/blood , Coronary Disease/genetics , Cytochrome P450 Family 2/genetics , Dietary Fats/pharmacology , Exome/genetics , Fasting/blood , Female , Gene Frequency , Humans , Interleukin-8/blood , Male , Middle Aged , Myocardial Infarction/blood , Myocardial Infarction/genetics , Neuregulins/genetics , Pakistan , Pedigree , Phosphoproteins/genetics , Postprandial Period , RNA Splice Sites/genetics , Reverse Genetics/methods , Sodium-Hydrogen Exchangers/genetics , Triglycerides/blood
14.
PLoS Biol ; 17(12): e3000572, 2019 12.
Article in English | MEDLINE | ID: mdl-31860674

ABSTRACT

Cholesteryl ester transfer protein (CETP) inhibition reduces vascular event risk, but confusion surrounds its effects on low-density lipoprotein (LDL) cholesterol. Here, we clarify associations of genetic inhibition of CETP on detailed lipoprotein measures and compare those to genetic inhibition of 3-hydroxy-3-methylglutaryl-coenzyme A reductase (HMGCR). We used an allele associated with lower CETP expression (rs247617) to mimic CETP inhibition and an allele associated with lower HMGCR expression (rs12916) to mimic the well-known effects of statins for comparison. The study consists of 65,427 participants of European ancestries with detailed lipoprotein subclass profiling from nuclear magnetic resonance spectroscopy. Genetic associations were scaled to 10% reduction in relative risk of coronary heart disease (CHD). We also examined observational associations of the lipoprotein subclass measures with risk of incident CHD in 3 population-based cohorts totalling 616 incident cases and 13,564 controls during 8-year follow-up. Genetic inhibition of CETP and HMGCR resulted in near-identical associations with LDL cholesterol concentration estimated by the Friedewald equation. Inhibition of HMGCR had relatively consistent associations on lower cholesterol concentrations across all apolipoprotein B-containing lipoproteins. In contrast, the associations of the inhibition of CETP were stronger on lower remnant and very-low-density lipoprotein (VLDL) cholesterol, but there were no associations on cholesterol concentrations in LDL defined by particle size (diameter 18-26 nm) (-0.02 SD LDL defined by particle size; 95% CI: -0.10 to 0.05 for CETP versus -0.24 SD, 95% CI -0.30 to -0.18 for HMGCR). Inhibition of CETP was strongly associated with lower proportion of triglycerides in all high-density lipoprotein (HDL) particles. In observational analyses, a higher triglyceride composition within HDL subclasses was associated with higher risk of CHD, independently of total cholesterol and triglycerides (strongest hazard ratio per 1 SD higher triglyceride composition in very large HDL 1.35; 95% CI: 1.18-1.54). In conclusion, CETP inhibition does not appear to affect size-specific LDL cholesterol but is likely to lower CHD risk by lowering concentrations of other atherogenic, apolipoprotein B-containing lipoproteins (such as remnant and VLDLs). Inhibition of CETP also lowers triglyceride composition in HDL particles, a phenomenon reflecting combined effects of circulating HDL, triglycerides, and apolipoprotein B-containing particles and is associated with a lower CHD risk in observational analyses. Our results reveal that conventional composite lipid assays may mask heterogeneous effects of emerging lipid-altering therapies.


Subject(s)
Cholesterol Ester Transfer Proteins/antagonists & inhibitors , Coronary Disease/blood , Hydroxymethylglutaryl CoA Reductases/blood , Lipoproteins/blood , Adolescent , Adult , Alleles , Apolipoproteins B/blood , Cholesterol Ester Transfer Proteins/blood , Cholesterol Ester Transfer Proteins/genetics , Cholesterol, LDL/blood , Cohort Studies , Coronary Disease/drug therapy , Coronary Disease/etiology , Coronary Disease/genetics , Female , Follow-Up Studies , Genetic Variation , Humans , Hydroxymethylglutaryl CoA Reductases/genetics , Hydroxymethylglutaryl CoA Reductases/metabolism , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Lipoproteins/classification , Male , Middle Aged , Triglycerides/blood , Young Adult
15.
J Clin Lab Anal ; 36(1): e24070, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34850451

ABSTRACT

BACKGROUND: Long noncoding RNA urothelial cancer-associated 1 (lnc-UCA1) targets microRNA-26a (miR-26a) and microRNA-195 (miR-195) to participate in coronary heart disease (CHD) progression via regulation of vascular smooth muscle cell and microvascular endothelial cell viability and mobility. Therefore, this study set out to further explore the relationship between lnc-UCA1 and miR-26a and miR-195, along with their roles in the management of patients with CHD. METHODS: One hundred and thirty-six CHD patients and 70 age-/gender-matched controls were recruited in this case-control study. Their peripheral blood mononuclear cell samples were collected for lnc-UCA1, miR-26a, and miR-195 measurement. Furthermore, serum samples from CHD patients were obtained for inflammatory cytokines and cell adhesion molecules measurement. The Gensini score was used to evaluate the stenosis severity in CHD patients. RESULTS: Lnc-UCA1 expression tend to be increased, while miR-26a and miR-195 expressions were reduced in patients with CHD compared to that of controls (all p < 0.001). In CHD patients, lnc-UCA1 was negatively correlated with miR-26a (p < 0.001) and miR-195 (p = 0.014). Besides, lnc-UCA1 was positively correlated with Gensini score (p < 0.001), total cholesterol (p = 0.019), low-density lipoprotein cholesterol (p = 0.002), and C-reactive protein (p < 0.001), while miR-26a (p < 0.001) and miR-195 (p = 0.002) were negatively correlated with Gensini score. What's more, lnc-UCA1 was positively correlated with tumor necrosis factor (TNF)-α (p = 0.004), interleukin (IL)-1ß (p = 0.041), vascular cell adhesion molecule-1 (VCAM-1) (p = 0.010), and intercellular adhesion molecule-1 (ICAM-1) (p < 0.001). While miR-26a was negatively correlated with some of the individual inflammatory cytokines and cell adhesion molecules. CONCLUSION: Lnc-UCA1, miR-26a, and miR-195 may serve as potential biomarkers for CHD management.


Subject(s)
Coronary Disease , MicroRNAs/blood , RNA, Long Noncoding/blood , Aged , Cell Adhesion Molecules/blood , Coronary Disease/blood , Coronary Disease/epidemiology , Coronary Disease/pathology , Coronary Stenosis/pathology , Cytokines/blood , Female , Humans , Male , Middle Aged
16.
J Clin Lab Anal ; 36(1): e24138, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34861059

ABSTRACT

BACKGROUND: MicroRNA-34a (miR-34a) plays an essential role in regulating blood lipid, inflammation, cell adhesion molecules, and atherosclerosis, the latter factors are closely involved in the etiology of coronary heart disease (CHD). However, the clinical value of miR-34a in CHD patients' management is rarely reported. Hence, this study aimed to assess the correlation of miR-34a with disease risk, blood lipid, coronary artery stenosis, inflammatory cytokines, and cell adhesion molecules of CHD. METHODS: A total of 203 CHD patients and 100 controls were recruited in this study, then their plasma samples were collected to detect the miR-34a by reverse transcription quantitative polymerase chain reaction. Furthermore, serum samples from CHD patients were obtained for inflammatory cytokines and cell adhesion molecule measurement by enzyme-linked immunosorbent assay. RESULTS: MiR-34a was elevated in CHD patients compared to controls (p < 0.001) and it disclosed a good diagnostic value of CHD (area under curve: 0.899, 95% confidence interval: 0.865-0.934). Besides, miR-34a positively correlated with triglyceride (p < 0.001), total cholesterol (p = 0.022) and low-density lipoprotein cholesterol (p = 0.004), but not with high-density lipoprotein cholesterol (p = 0.110) in CHD patients. Moreover, miR-34a associated with Gensini score in CHD patients (p < 0.001). As to inflammation-related indexes and cell adhesion molecules, MiR-34a expression was positively linked with C-reactive protein (p < 0.001), tumor necrosis factor alpha (p = 0.005), interleukin (IL)-1ß (p = 0.020), IL-17A (p < 0.001), vascular cell adhesion molecule-1 (p < 0.001), and intercellular adhesion molecule-1 (p = 0.010) in CHD patients, but not with IL-6 (p = 0.118) and IL-10 (p = 0.054). CONCLUSION: MiR-34a might serve as a biomarker in assistance of diagnosis and management of CHD.


Subject(s)
Cell Adhesion Molecules/blood , Coronary Disease , Cytokines/blood , Lipids/blood , MicroRNAs/blood , Aged , Biomarkers/blood , Cohort Studies , Coronary Disease/blood , Coronary Disease/epidemiology , Coronary Disease/genetics , Female , Humans , Male , MicroRNAs/genetics , Middle Aged , Risk Factors
17.
PLoS Genet ; 15(4): e1008009, 2019 04.
Article in English | MEDLINE | ID: mdl-30951530

ABSTRACT

Recent and classical work has revealed biologically and medically significant subtypes in complex diseases and traits. However, relevant subtypes are often unknown, unmeasured, or actively debated, making automated statistical approaches to subtype definition valuable. We propose reverse GWAS (RGWAS) to identify and validate subtypes using genetics and multiple traits: while GWAS seeks the genetic basis of a given trait, RGWAS seeks to define trait subtypes with distinct genetic bases. Unlike existing approaches relying on off-the-shelf clustering methods, RGWAS uses a novel decomposition, MFMR, to model covariates, binary traits, and population structure. We use extensive simulations to show that modelling these features can be crucial for power and calibration. We validate RGWAS in practice by recovering a recently discovered stress subtype in major depression. We then show the utility of RGWAS by identifying three novel subtypes of metabolic traits. We biologically validate these metabolic subtypes with SNP-level tests and a novel polygenic test: the former recover known metabolic GxE SNPs; the latter suggests subtypes may explain substantial missing heritability. Crucially, statins, which are widely prescribed and theorized to increase diabetes risk, have opposing effects on blood glucose across metabolic subtypes, suggesting the subtypes have potential translational value.


Subject(s)
Genome-Wide Association Study/methods , Models, Genetic , Multifactorial Inheritance , Phenotype , Algorithms , Blood Glucose/drug effects , Blood Glucose/genetics , Cluster Analysis , Computer Simulation , Coronary Disease/blood , Coronary Disease/drug therapy , Coronary Disease/genetics , Depressive Disorder, Major/classification , Depressive Disorder, Major/genetics , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/genetics , Genome-Wide Association Study/statistics & numerical data , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/pharmacology , Lipids/blood , Polymorphism, Single Nucleotide , Prediabetic State/genetics , Quantitative Trait Loci
18.
Diabetologia ; 64(4): 845-849, 2021 04.
Article in English | MEDLINE | ID: mdl-33495845

ABSTRACT

AIMS/HYPOTHESIS: Our aim was to investigate the relationship between average blood glucose levels and incident CHD in individuals without diabetes mellitus. METHODS: To investigate average blood glucose levels, we studied HbA1c as predicted by 40 variants previously shown to be associated with both type 2 diabetes and HbA1c. Linear and non-linear Mendelian randomisation analyses were performed to investigate associations with incident CHD risk in 324,830 European ancestry individuals from the UK Biobank without diabetes mellitus. RESULTS: Every one mmol/mol increase in genetically proxied HbA1c was associated with an 11% higher CHD risk (HR 1.11, 95% CI 1.05, 1.18). The dose-response curve increased at all levels of HbA1c, and there was no evidence favouring a non-linear relationship over a linear one. CONCLUSIONS/INTERPRETATIONS: In individuals without diabetes mellitus, lowering average blood glucose levels may reduce CHD risk in a dose-dependent way.


Subject(s)
Blood Glucose/metabolism , Coronary Disease/genetics , Glycated Hemoglobin/metabolism , Polymorphism, Single Nucleotide , Adult , Aged , Biomarkers/blood , Coronary Disease/blood , Coronary Disease/diagnosis , Coronary Disease/epidemiology , Female , Genetic Predisposition to Disease , Humans , Incidence , Male , Mendelian Randomization Analysis , Middle Aged , Phenotype , Time Factors , United Kingdom/epidemiology
19.
PLoS Med ; 18(1): e1003513, 2021 01.
Article in English | MEDLINE | ID: mdl-33439866

ABSTRACT

BACKGROUND: Circulating biomarkers are associated with the development of coronary heart disease (CHD) and its complications by reflecting pathophysiological pathways and/or organ dysfunction. We explored the associations between 157 cardiovascular (CV) and inflammatory biomarkers and CV death using proximity extension assays (PEA) in patients with chronic CHD. METHODS AND FINDINGS: The derivation cohort consisted of 605 cases with CV death and 2,788 randomly selected non-cases during 3-5 years follow-up included in the STabilization of Atherosclerotic plaque By Initiation of darapLadIb TherapY (STABILITY) trial between 2008 and 2010. The replication cohort consisted of 245 cases and 1,042 non-cases during 12 years follow-up included in the Ludwigshafen Risk and Cardiovascular Health (LURIC) study between 1997 and 2000. Biomarker levels were measured with conventional immunoassays and/or with the OLINK PEA panels CVD I and Inflammation. Associations with CV death were evaluated by Random Survival Forest (RF) and Cox regression analyses. Both cohorts had the same median age (65 years) and 20% smokers, while there were slight differences in male sex (82% and 76%), hypertension (70% and 78%), and diabetes (39% and 30%) in the respective STABILITY and LURIC cohorts. The analyses identified 18 biomarkers with confirmed independent association with CV death by Boruta analyses and statistical significance (all p < 0.0001) by Cox regression when adjusted for clinical characteristics in both cohorts. Most prognostic information was carried by N-terminal prohormone of brain natriuretic peptide (NTproBNP), hazard ratio (HR for 1 standard deviation [SD] increase of the log scale of the distribution of the biomarker in the replication cohort) 2.079 (95% confidence interval [CI] 1.799-2.402), and high-sensitivity troponin T (cTnT-hs) HR 1.715 (95% CI 1.491-1.973). The other proteins with independent associations were growth differentiation factor 15 (GDF-15) HR 1.728 (95% CI 1.527-1.955), transmembrane immunoglobulin and mucin domain protein (TIM-1) HR 1.555 (95% CI 1.362-1.775), renin HR 1.501 (95% CI 1.305-1.727), osteoprotegerin (OPG) HR 1.488 (95% CI 1.297-1.708), soluble suppression of tumorigenesis 2 protein (sST2) HR 1.478 (95% CI 1.307-1.672), cystatin-C (Cys-C) HR 1.370 (95% CI 1.243-1.510), tumor necrosis factor-related apoptosis-inducing ligand receptor 2 (TRAIL-R2) HR 1.205 (95% CI 1.131-1.285), carbohydrate antigen 125 (CA-125) HR 1.347 (95% CI 1.226-1.479), brain natriuretic peptide (BNP) HR 1.399 (95% CI 1.255-1.561), interleukin 6 (IL-6) HR 1.478 (95% CI 1.316-1.659), hepatocyte growth factor (HGF) HR 1.259 (95% CI 1.134-1.396), spondin-1 HR 1.295 (95% CI 1.156-1.450), fibroblast growth factor 23 (FGF-23) HR 1.349 (95% CI 1.237-1.472), chitinase-3 like protein 1 (CHI3L1) HR 1.284 (95% CI 1.129-1.461), tumor necrosis factor receptor 1 (TNF-R1) HR 1.486 (95% CI 1.307-1.689), and adrenomedullin (AM) HR 1.750 (95% CI 1.490-2.056). The study is limited by the differences in design, size, and length of follow-up of the 2 studies and the lack of results from coronary angiograms and follow-up of nonfatal events. CONCLUSIONS: Profiles of levels of multiple plasma proteins might be useful for the identification of different pathophysiological pathways associated with an increased risk of CV death in patients with chronic CHD. TRIAL REGISTRATION: ClinicalTrials.gov NCT00799903.


Subject(s)
Biomarkers/blood , Blood Proteins/analysis , Coronary Disease/blood , Coronary Disease/mortality , Aged , Coronary Disease/physiopathology , Female , Fibroblast Growth Factor-23 , Humans , Male , Prognosis , Retrospective Studies , Risk Factors
20.
Am Heart J ; 233: 92-101, 2021 03.
Article in English | MEDLINE | ID: mdl-33400910

ABSTRACT

BACKGROUND: In patients with coronary heart disease (CHD), atrial fibrillation (AF) is associated with increased morbidity and mortality. We investigated the associations between clinical risk factors and biomarkers with incident AF in patients with CHD. METHODS AND RESULTS: Around 13,153 patients with optimally treated CHD included in the STabilization of Atherosclerotic plaque By Initiation of darapLadIb TherapY (STABILITY) trial with plasma samples obtained at randomization. Mean follow-up time was 3.5 years. The association between clinical risk factors and biomarkers with incident AF was estimated with Cox-regression models. Validation was performed in 1,894 patients with non-ST-elevation acute coronary syndrome included in the FRISC-II trial. The median (min-max) age was 64 years (range 26-92) and 2,514 (19.1%) were women. A total of 541 patients, annual incidence rate of 1.2%, developed AF during follow-up. In multivariable models, older age, higher levels of NT-proBNP, higher body mass index (BMI), male sex, geographic regions, low physical activity, and heart failure were independently associated with increased risk of incident AF with hazard ratios ranging from 1.04 to 1.79 (P ≤ .05). NT-proBNP improved the C-index from 0.70 to 0.71. In the validation cohort, age, BMI, and NT-proBNP were associated with increased risk of incident AF with similar hazard ratios. CONCLUSIONS: In patients with optimally treated CHD, the incidence of new AF was 1.2% per year. Age, NT-proBNP as a marker of impaired cardiac function, and BMI were the strongest factors, independently and consistently associated with incident AF. Male sex and low physical activity may also contribute to the risk of AF in patients with CHD.


Subject(s)
Atrial Fibrillation/blood , Coronary Disease/blood , Adult , Age Factors , Aged , Aged, 80 and over , Biomarkers/blood , Body Mass Index , Coronary Disease/drug therapy , Double-Blind Method , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Risk Factors , Sedentary Behavior , Sex Factors
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