Gene Score gda Association Type Type Original DB Sentence supporting the association PMID PMID Year
Entrez Id: 213
Gene Symbol: ALB
ALB
0.010 Biomarker disease BEFREE We sought to examine the phenotypic correlates of albumin and its independent prognostic implications in HFpEF. 31843232 2020
Entrez Id: 9518
Gene Symbol: GDF15
GDF15
0.010 Biomarker disease BEFREE In HFpEF, a decrease in peak VO<sub>2</sub> was associated with an increase in NT-proBNP (-0.726 mL/min/kg per doubling, 95% CI -1.100 to -0.353, P < .001), and a decrease in 6MWD was associated with an increase in growth differentiation factor-15 (-31.606 m per doubling, 95% CI -61.404 to -1.809, P = .038). 31805424 2020
Entrez Id: 217
Gene Symbol: ALDH2
ALDH2
0.010 Biomarker disease BEFREE In ALDH2*2 group, the occurrence of HFpEF was higher (15.4% vs. 8.7%, p = 0.011) than that in ALDH2*1/*1 group. 30846829 2020
Entrez Id: 6696
Gene Symbol: SPP1
SPP1
0.010 Biomarker disease BEFREE Osteopontin (OPN) is a biomarker of HFpEF and predictive of disease outcome. 31146816 2019
Entrez Id: 3949
Gene Symbol: LDLR
LDLR
0.010 GeneticVariation disease BEFREE Pressure-volume loop analysis was consistent with HFpEF in AAV8-null HSHF mice and showed a completely normal cardiac function in AAV8-LDLr HSHF mice. 31064116 2019
Entrez Id: 10891
Gene Symbol: PPARGC1A
PPARGC1A
0.010 AlteredExpression disease BEFREE We sought to investigate the expression of this pathway along with the expression of mitochondrial biogenesis (PGC-1α [peroxisome proliferator-activated receptor-γ coactivator-1α]), dynamics (DRP-1 [dynamin-related protein 1], OPA-1 [optic atrophy 1], and MFN 2 [mitofusin 2]), and oxidative phosphorylation (citrate synthase and electron transport chain complexes) markers and COX IV (cytochrome C oxidase) activity in myocardium from patients with valvular or ischemic heart disease and heart failure with preserved ejection fraction (HFpEF) or heart failure with reduced ejection fraction (HFrEF). 30744415 2019
Entrez Id: 10951
Gene Symbol: CBX1
CBX1
0.010 Biomarker disease BEFREE Seven patients with HFpEF performed three bouts of two exercise transitions: MOD1, rest to 4-min moderate-intensity cycling and MOD2, MOD1 preceded by heavy-intensity cycling. 30601707 2019
Entrez Id: 132
Gene Symbol: ADK
ADK
0.010 Biomarker disease BEFREE We hypothesized that the metabolic vasodilator adenosine facilitates and that inhibition of ADK (adenosine kinase) augments conducted vasodilation for a more efficient myocardial perfusion and improved left ventricle (LV) diastolic function in HFpEF. 31525084 2019
Entrez Id: 5592
Gene Symbol: PRKG1
PRKG1
0.010 AlteredExpression disease BEFREE Furthermore, the reduced expression of eNOS and the PKG-1 protein and the cGMP content in the aortas of HFpEF pigs were significantly restored after 9 weeks of dapagliflozin treatment. 31429767 2019
Entrez Id: 57448
Gene Symbol: BIRC6
BIRC6
0.010 Biomarker disease BEFREE The results of APOLLON study support that the basic characteristics and etiology of HFmrEF are significantly different from HFpEF. 30446354 2019
Entrez Id: 2309
Gene Symbol: FOXO3
FOXO3
0.010 Biomarker disease BEFREE Here we aimed to investigate whether miR-212 and its hypertrophy-associated targets including FOXO3, extracellular signal-regulated kinase 2 (ERK2), and AMP-activated protein kinase (AMPK) play a role in the development of HFpEF in CKD. 30718600 2019
Entrez Id: 5594
Gene Symbol: MAPK1
MAPK1
0.010 Biomarker disease BEFREE Here we aimed to investigate whether miR-212 and its hypertrophy-associated targets including FOXO3, extracellular signal-regulated kinase 2 (ERK2), and AMP-activated protein kinase (AMPK) play a role in the development of HFpEF in CKD. 30718600 2019
Entrez Id: 2150
Gene Symbol: F2RL1
F2RL1
0.010 AlteredExpression disease BEFREE Evaluation of endomyocardial biopsies from patients with HFpEF (n = 14) revealed that a reduced cardiac PAR2 expression was associated with aggravated DD and increased myocardial fibrosis (r = -0.7336, P = 0.0028). 31004144 2019
Entrez Id: 145624
Gene Symbol: PWAR1
PWAR1
0.010 Biomarker disease BEFREE Modulation of the FXa/FIIa-PAR1/PAR2/TGF-β-axis might be a promising therapeutic approach to reduce HFpEF. 31004144 2019
Entrez Id: 4236
Gene Symbol: MFAP1
MFAP1
0.010 AlteredExpression disease BEFREE Here we aimed to investigate whether miR-212 and its hypertrophy-associated targets including FOXO3, extracellular signal-regulated kinase 2 (ERK2), and AMP-activated protein kinase (AMPK) play a role in the development of HFpEF in CKD. 30718600 2019
Entrez Id: 23410
Gene Symbol: SIRT3
SIRT3
0.010 Biomarker disease BEFREE Impairment of SIRT3-mediated EC metabolism may lead to a disruption of EC/pericyte/cardiomyocyte communications and coronary microvascular rarefaction, which promotes cardiomyocyte hypoxia, Titin-based cardiomyocyte stiffness, and myocardial fibrosis, thus leading to a diastolic dysfunction and HFpEF. 31425381 2019
Entrez Id: 7439
Gene Symbol: BEST1
BEST1
0.010 Biomarker disease BEFREE (Prospective Comparison of ARNI with ARB Global Outcomes in HFpEF [PARAGON-HF] NCT01920711; Prospective Comparison of ARNI with an ACE-Inhibitor to Determine Impact on Global Mortality and Morbidity in Heart Failure [PARADIGM-HF]; NCT01035255). 31302043 2019
Entrez Id: 84701
Gene Symbol: COX4I2
COX4I2
0.010 AlteredExpression disease BEFREE We sought to investigate the expression of this pathway along with the expression of mitochondrial biogenesis (PGC-1α [peroxisome proliferator-activated receptor-γ coactivator-1α]), dynamics (DRP-1 [dynamin-related protein 1], OPA-1 [optic atrophy 1], and MFN 2 [mitofusin 2]), and oxidative phosphorylation (citrate synthase and electron transport chain complexes) markers and COX IV (cytochrome C oxidase) activity in myocardium from patients with valvular or ischemic heart disease and heart failure with preserved ejection fraction (HFpEF) or heart failure with reduced ejection fraction (HFrEF). 30744415 2019
Entrez Id: 100847006
Gene Symbol: MIR5571
MIR5571
0.010 Biomarker disease BEFREE This study demonstrated for the first time that some specific microRNAs (miR-3135b, miR-3908, and miR-5571-5p) are useful biomarkers for HF and for differentiating HFrEF from HFpEF. 29126951 2019
Entrez Id: 353
Gene Symbol: APRT
APRT
0.010 AlteredExpression disease BEFREE Here we aimed to investigate whether miR-212 and its hypertrophy-associated targets including FOXO3, extracellular signal-regulated kinase 2 (ERK2), and AMP-activated protein kinase (AMPK) play a role in the development of HFpEF in CKD. 30718600 2019
Entrez Id: 1327
Gene Symbol: COX4I1
COX4I1
0.010 AlteredExpression disease BEFREE We sought to investigate the expression of this pathway along with the expression of mitochondrial biogenesis (PGC-1α [peroxisome proliferator-activated receptor-γ coactivator-1α]), dynamics (DRP-1 [dynamin-related protein 1], OPA-1 [optic atrophy 1], and MFN 2 [mitofusin 2]), and oxidative phosphorylation (citrate synthase and electron transport chain complexes) markers and COX IV (cytochrome C oxidase) activity in myocardium from patients with valvular or ischemic heart disease and heart failure with preserved ejection fraction (HFpEF) or heart failure with reduced ejection fraction (HFrEF). 30744415 2019
Entrez Id: 9927
Gene Symbol: MFN2
MFN2
0.010 AlteredExpression disease BEFREE We sought to investigate the expression of this pathway along with the expression of mitochondrial biogenesis (PGC-1α [peroxisome proliferator-activated receptor-γ coactivator-1α]), dynamics (DRP-1 [dynamin-related protein 1], OPA-1 [optic atrophy 1], and MFN 2 [mitofusin 2]), and oxidative phosphorylation (citrate synthase and electron transport chain complexes) markers and COX IV (cytochrome C oxidase) activity in myocardium from patients with valvular or ischemic heart disease and heart failure with preserved ejection fraction (HFpEF) or heart failure with reduced ejection fraction (HFrEF). 30744415 2019
Entrez Id: 5179
Gene Symbol: PENK
PENK
0.010 AlteredExpression disease BEFREE PENK levels were raised in HFpEF (median [interquartile range] 88.9 [62.1-132.0]) compared to normal controls (56.3 [47.9-70.5]). 30767059 2019
Entrez Id: 2081
Gene Symbol: ERN1
ERN1
0.010 Biomarker disease BEFREE We report that iNOS-driven dysregulation of the IRE1α-XBP1 pathway is a crucial mechanism of cardiomyocyte dysfunction in HFpEF. 30971818 2019
Entrez Id: 1769
Gene Symbol: DNAH8
DNAH8
0.010 GeneticVariation disease BEFREE Two of the major mechanisms responsible for HFpEF are impaired cardiomyocyte sarcoplasmic reticulum (SR) Ca<sup>2+</sup> ATPase (SERCA2a), which is responsible for calcium reuptake into the SR, and cardiac fibroblasts/myofibroblasts that produce collagen or myocardial fibrosis. 29807087 2019