Neutrophil to Lymphocyte Ratio, NTproBNP and Six-minute Walk Test as Predictors of Readmission and Mortality in Patients with Heart Failure: A Prospective Observational Study

Introduction: Heart Failure (HF) is a leading cause of morbidity and mortality worldwide, with a high-risk of hospital readmission. Identifying reliable prognostic markers is crucial for optimising clinical management. N-terminal pro-B-type natriuretic peptide (NTproBNP), Neutrophil-To-Lymphocyte Ratio (NLR), and the Six-Minute Walk Test (6MWT) have emerged as key predictors of HF outcomes. Aim: The present study evaluates the predictive value of NTproBNP, NLR, and the 6MWT in assessing mortality and readmission risks in HF patients. Materials and Methods: In the present prospective observational study, 170 HF patients were enrolled over 18 months. NTproBNP and NLR were measured at admission; 6MWT was conducted at discharge. Patients were followed for 90 days to assess mortality and readmission. Receiver Operating Characteristic (ROC) analysis determined cut-off values and predictive accuracy. Results: Mortality occurred in 14 patients (8.2%) and readmission in 19 patients (11.2%). NTproBNP levels were significantly higher in mortality (28,114.29±6799.08 pg/mL) and readmission groups (21,242.63±9553.81 pg/mL) with AUCs of 0.98 and 0.92, respectively (p<0.0001). NLR was elevated in mortality (6.70±2.53; AUC=0.64) and readmission groups (7.88±4.93; AUC=0.67). 6MWT distances were reduced in mortality (170.00±49.92 m; AUC=0.978) and readmission (214.74±73.66 m; AUC=0.915). Conclusion: NTproBNP and 6MWT are effective prognostic markers in HF, enhancing risk stratification. NTproBNP was the most predictive, 6MWT assessed functional status, and NLR reflected inflammation’s role.

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Publication Details

Journal
JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH
Published
2025-10-08
DOI
https://doi.org/10.7860/jcdr/2025/80670.21974
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
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article
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article

Neutrophil to Lymphocyte Ratio, NTproBNP and Six-minute Walk Test as Predictors of Readmission and Mortality in Patients with Heart Failure: A Prospective Observational Study

Rahul Kumar, TA Vidya, D Reena Jose, KJ Rajaprasath
JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH
Inflammatory Biomarkers in Disease Prognosis
article

Neutrophil to Lymphocyte Ratio, NTproBNP and Six-minute Walk Test as Predictors of Readmission and Mortality in Patients with Heart Failure: A Prospective Observational Study

Rahul Kumar, TA Vidya, D Reena Jose, KJ Rajaprasath
article en

Abstract

Introduction: Heart Failure (HF) is a leading cause of morbidity and mortality worldwide, with a high-risk of hospital readmission. Identifying reliable prognostic markers is crucial for optimising clinical management. N-terminal pro-B-type natriuretic peptide (NTproBNP), Neutrophil-To-Lymphocyte Ratio (NLR), and the Six-Minute Walk Test (6MWT) have emerged as key predictors of HF outcomes. Aim: The present study evaluates the predictive value of NTproBNP, NLR, and the 6MWT in assessing mortality and readmission risks in HF patients. Materials and Methods: In the present prospective observational study, 170 HF patients were enrolled over 18 months. NTproBNP and NLR were measured at admission; 6MWT was conducted at discharge. Patients were followed for 90 days to assess mortality and readmission. Receiver Operating Characteristic (ROC) analysis determined cut-off values and predictive accuracy. Results: Mortality occurred in 14 patients (8.2%) and readmission in 19 patients (11.2%). NTproBNP levels were significantly higher in mortality (28,114.29±6799.08 pg/mL) and readmission groups (21,242.63±9553.81 pg/mL) with AUCs of 0.98 and 0.92, respectively (p<0.0001). NLR was elevated in mortality (6.70±2.53; AUC=0.64) and readmission groups (7.88±4.93; AUC=0.67). 6MWT distances were reduced in mortality (170.00±49.92 m; AUC=0.978) and readmission (214.74±73.66 m; AUC=0.915). Conclusion: NTproBNP and 6MWT are effective prognostic markers in HF, enhancing risk stratification. NTproBNP was the most predictive, 6MWT assessed functional status, and NLR reflected inflammation’s role.

JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH
Openalex Percentile: Top 61%
Inflammatory Biomarkers in Disease Prognosis
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Neutrophil to Lymphocyte Ratio, NTproBNP and Six-minute Walk Test as Predictors of Readmission and Mortality in Patients with Heart Failure: A Prospective Observational Study — Rahul Kumar, TA Vidya, et al. · JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH (2025) | TGRS Research Map | TGRS