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HFpEF Diagnosis: A Challenge in CKD with Current Algorithms
by
Sascau, Radu A
, Covic, Adrian C
, Bazyani, Amin
, Covic, Maria A
, Stefan, Anca E
, Bîrgoan, Silviu
, Avanu, Alexandra E
, Dodi, Gianina
, Moroșanu, Corneliu
, Kanbay, Mehmet
in
Abnormalities
/ Algorithms
/ Biomarkers
/ cardio-kidney-metabolic axis
/ Cardiovascular disease
/ Cardiovascular diseases
/ Cholesterol
/ chronic kidney disease heart failure
/ Chronic kidney failure
/ CKD HFpEF
/ CKD HFpEF metabolic risk
/ Classification
/ Congestive heart failure
/ Coronary vessels
/ Creatinine
/ Cross-sectional studies
/ Diabetes
/ Diagnosis
/ Dyspnea
/ Ejection fraction
/ Heart
/ Heart failure
/ HFpEF CKD
/ Kidney diseases
/ Medical history
/ Medical imaging
/ Medical research
/ Medicine, Experimental
/ Metabolic syndrome
/ Mortality
/ Natriuretic peptides
/ Peptides
/ Respiration
/ Structure-function relationships
/ Vein & artery diseases
2026
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HFpEF Diagnosis: A Challenge in CKD with Current Algorithms
by
Sascau, Radu A
, Covic, Adrian C
, Bazyani, Amin
, Covic, Maria A
, Stefan, Anca E
, Bîrgoan, Silviu
, Avanu, Alexandra E
, Dodi, Gianina
, Moroșanu, Corneliu
, Kanbay, Mehmet
in
Abnormalities
/ Algorithms
/ Biomarkers
/ cardio-kidney-metabolic axis
/ Cardiovascular disease
/ Cardiovascular diseases
/ Cholesterol
/ chronic kidney disease heart failure
/ Chronic kidney failure
/ CKD HFpEF
/ CKD HFpEF metabolic risk
/ Classification
/ Congestive heart failure
/ Coronary vessels
/ Creatinine
/ Cross-sectional studies
/ Diabetes
/ Diagnosis
/ Dyspnea
/ Ejection fraction
/ Heart
/ Heart failure
/ HFpEF CKD
/ Kidney diseases
/ Medical history
/ Medical imaging
/ Medical research
/ Medicine, Experimental
/ Metabolic syndrome
/ Mortality
/ Natriuretic peptides
/ Peptides
/ Respiration
/ Structure-function relationships
/ Vein & artery diseases
2026
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HFpEF Diagnosis: A Challenge in CKD with Current Algorithms
by
Sascau, Radu A
, Covic, Adrian C
, Bazyani, Amin
, Covic, Maria A
, Stefan, Anca E
, Bîrgoan, Silviu
, Avanu, Alexandra E
, Dodi, Gianina
, Moroșanu, Corneliu
, Kanbay, Mehmet
in
Abnormalities
/ Algorithms
/ Biomarkers
/ cardio-kidney-metabolic axis
/ Cardiovascular disease
/ Cardiovascular diseases
/ Cholesterol
/ chronic kidney disease heart failure
/ Chronic kidney failure
/ CKD HFpEF
/ CKD HFpEF metabolic risk
/ Classification
/ Congestive heart failure
/ Coronary vessels
/ Creatinine
/ Cross-sectional studies
/ Diabetes
/ Diagnosis
/ Dyspnea
/ Ejection fraction
/ Heart
/ Heart failure
/ HFpEF CKD
/ Kidney diseases
/ Medical history
/ Medical imaging
/ Medical research
/ Medicine, Experimental
/ Metabolic syndrome
/ Mortality
/ Natriuretic peptides
/ Peptides
/ Respiration
/ Structure-function relationships
/ Vein & artery diseases
2026
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HFpEF Diagnosis: A Challenge in CKD with Current Algorithms
Journal Article
HFpEF Diagnosis: A Challenge in CKD with Current Algorithms
2026
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Overview
Chronic kidney disease (CKD) is associated with a high burden of cardiovascular remodeling and increased risk of heart failure with preserved ejection fraction (HFpEF). However, the interpretation of natriuretic peptide-based HFpEF diagnostic remains challenging in CKD populations, where structural cardiac abnormalities and elevated NT-proBNP levels frequently coexist.
We conducted a cross-sectional study including ambulatory patients with CKD stages G3-G4 and NYHA II dyspnea. Clinical, metabolic, vascular, and echocardiographic assessments were performed. HFpEF was assessed using a modified HFA-PEFF-based approach derived from the ESC-recommended diagnostic algorithm. We evaluated the impact of NT-proBNP thresholds on HFpEF classification and explored the relationship between NT-proBNP, echocardiographic diastolic dysfunction, and structural cardiac abnormalities.
The cohort displayed a high cardiometabolic burden (74.9%), and structural cardiac abnormalities were highly prevalent. Using a modified HFA-PEFF diagnostic algorithm, HFpEF was identified in 52.9% of patients. However, when the biomarker domain was excluded, 86.7% of patients remained within the intermediate-probability range. In an exploratory analysis, a cutoff of 700 pg/mL was identified as the cohort-adapted threshold with the best diagnostic balance and identified 19.8% patients as having HFpEF.
Patients with CKD G3-G4 exhibited substantial structural and functional cardiovascular abnormalities despite no prior diagnosis of heart failure. HFpEF classification varied according to the NT-proBNP threshold applied, while NT-proBNP demonstrated limited discriminatory performance for echocardiographic diastolic dysfunction. These findings support the need for more refined and CKD-sensitive approaches for HFpEF characterization in this population.
Publisher
MDPI AG,Multidisciplinary Digital Publishing Institute (MDPI)
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