Proposed NT-ProBNP Threshold for Predicting 2-Year Heart Failure Mortality and Implications for Long-Term Community Follow-Up
Abstract
1. Introduction
2. Materials and Methods
2.1. Participant Selection
2.2. Design and Method
2.3. Statistical Analyses
3. Results
3.1. Descriptive Statistics
3.2. Power Analysis
3.3. Prediction of Mortality from NT-proBNP Values
3.4. Cut-Off for NT-proBNP Values
3.5. Predictors of NT-ProBNP Above the Threshold of 8700 Pg/mL
4. Discussion
4.1. Strengths and Limitations
4.2. Implications for Community Follow-Up
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
References
- Sinnenberg, L.; Givertz, M.M. Acute Heart Failure. Trends Cardiovasc. Med. 2020, 30, 104–112. [Google Scholar] [CrossRef]
- Arrigo, M.; Jessup, M.; Mullens, W.; Reza, N.; Shah, A.M.; Sliwa, K.; Mebazaa, A. Acute Heart Failure. Nat. Rev. Dis. Primers 2020, 6, 16. [Google Scholar] [CrossRef]
- Jones, N.R.; Roalfe, A.K.; Adoki, I.; Hobbs, F.D.R.; Taylor, C.J. Survival of Patients with Chronic Heart Failure in the Community: A Systematic Review and Meta-analysis. Eur. J. Heart Fail. 2019, 21, 1306–1325. [Google Scholar] [CrossRef]
- Parlati, A.L.M.; Madaudo, C.; Nuzzi, V.; Manca, P.; Gentile, P.; Di Lisi, D.; Jordán-Ríos, A.; Shamsi, A.; Manzoni, M.; Sadler, M.; et al. Biomarkers for Congestion in Heart Failure: State-of-the-Art and Future Directions. Card. Fail. Rev. 2025, 11, e01. [Google Scholar] [CrossRef]
- McDonagh, T.A.; Metra, M.; Adamo, M.; Gardner, R.S.; Baumbach, A.; Böhm, M.; Burri, H.; Butler, J.; Čelutkienė, J.; Chioncel, O.; et al. 2021 ESC Guidelines for the Diagnosis and Treatment of Acute and Chronic Heart Failure. Eur. Heart J. 2021, 42, 3599–3726. [Google Scholar] [CrossRef]
- Couissi, A.; Haboub, M.; Hamady, S.; Ettachfini, T.; Habbal, R. Predictors of Mortality in Heart Failure Patients with Reduced or Mildly Reduced Ejection Fraction: The CASABLANCA HF Study. Egypt. Heart J. 2024, 76, 5. [Google Scholar] [CrossRef]
- Fuat, A.; Murphy, J.J.; Hungin, A.P.S.; Curry, J.; Mehrzad, A.A.; Hetherington, A.; Johnston, J.I.; Smellie, W.S.A.; Duffy, V.; Cawley, P. The Diagnostic Accuracy and Utility of a B-Type Natriuretic Peptide Test in a Community Population of Patients with Suspected Heart Failure. Br. J. Gen. Pract. 2006, 56, 327–333. [Google Scholar]
- Vergaro, G.; Gentile, F.; Meems, L.M.G.; Aimo, A.; Januzzi, J.L.; Richards, A.M.; Lam, C.S.P.; Latini, R.; Staszewsky, L.; Anand, I.S.; et al. NT-proBNP for Risk Prediction in Heart Failure. JACC Heart Fail. 2021, 9, 653–663. [Google Scholar] [CrossRef]
- McCullough, P.A.; Duc, P.; Omland, T.; McCord, J.; Nowak, R.M.; Hollander, J.E.; Herrmann, H.C.; Steg, P.G.; Westheim, A.; Knudsen, C.W.; et al. B-Type Natriuretic Peptide and Renal Function in the Diagnosis of Heart Failure: An Analysis from the Breathing Not Properly Multinational Study. Am. J. Kidney Dis. 2003, 41, 571–579. [Google Scholar] [CrossRef]
- Lang, X.; Peng, C.; Zhang, Y.; Gao, R.; Zhao, B.; Li, Y.; Zhang, Y. Correlation between Systolic Blood Pressure and Mortality in Heart Failure Patients with Hypertension. J. Hypertens. 2024, 42, 1048–1056. [Google Scholar] [CrossRef]
- Gilstrap, L.G.; Fonarow, G.C.; Desai, A.S.; Liang, L.; Matsouaka, R.; DeVore, A.D.; Smith, E.E.; Heidenreich, P.; Hernandez, A.F.; Yancy, C.W.; et al. Initiation, Continuation, or Withdrawal of Angiotensin-Converting Enzyme Inhibitors/Angiotensin Receptor Blockers and Outcomes in Patients Hospitalized with Heart Failure with Reduced Ejection Fraction. J. Am. Heart Assoc. 2017, 6, e004675. [Google Scholar] [CrossRef]
- O’Brien, R.J.; Squire, I.B.; Demme, B.; Davies, J.E.; Ng, L.L. Pre-discharge, but Not Admission, Levels of NT-proBNP Predict Adverse Prognosis Following Acute LVF. Eur. J. Heart Fail. 2003, 5, 499–506. [Google Scholar] [CrossRef]
- Furtado, R.H.M.; Juliasz, M.G.; Chiu, F.Y.J.; Bastos, L.B.C.; Dalcoquio, T.F.; Lima, F.G.; Rosa, R.; Caporrino, C.A.; Bertolin, A.; Genestreti, P.R.R.; et al. Long-term Mortality after Acute Coronary Syndromes among Patients with Normal, Mildly Reduced, or Reduced Ejection Fraction. ESC Heart Fail. 2023, 10, 442–452. [Google Scholar] [CrossRef]
- Youden, W.J. Index for Rating Diagnostic Tests. Cancer 1950, 3, 32–35. [Google Scholar] [CrossRef]
- Faul, F.; Erdfelder, E.; Lang, A.-G.; Buchner, A. G*Power 3: A Flexible Statistical Power Analysis Program for the Social, Behavioral, and Biomedical Sciences. Behav. Res. Methods 2007, 39, 175–191. [Google Scholar] [CrossRef]
- Januzzi, J.L.; Ahmad, T.; Mulder, H.; Coles, A.; Anstrom, K.J.; Adams, K.F.; Ezekowitz, J.A.; Fiuzat, M.; Houston-Miller, N.; Mark, D.B.; et al. Natriuretic Peptide Response and Outcomes in Chronic Heart Failure with Reduced Ejection Fraction. J. Am. Coll. Cardiol. 2019, 74, 1205–1217. [Google Scholar] [CrossRef]
- Tan, S.S.N.; Koh, K.T.; Fong, A.Y.Y.; Bujang, M.A.B.; Tiong, L.L.; Cham, Y.L.; Ho, K.H.; Tan, C.T.; Khaw, C.S.; Mohd Amin, N.H.; et al. NT-proBNP Cut-off Values for Risk Stratification in Acute MI and Comparison with Other Risk Assessment Scores. J. Asian Pac. Soc. Cardiol. 2022, 1, e10. [Google Scholar] [CrossRef]
- Januzzi, J.L.; Van Kimmenade, R.; Lainchbury, J.; Bayes-Genis, A.; Ordonez-Llanos, J.; Santalo-Bel, M.; Pinto, Y.M.; Richards, M. NT-proBNP Testing for Diagnosis and Short-Term Prognosis in Acute Destabilized Heart Failure: An International Pooled Analysis of 1256 Patients. Eur. Heart J. 2006, 27, 330–337. [Google Scholar] [CrossRef]
- Velibey, Y.; Golcuk, Y.; Golcuk, B.; Oray, D.; Atilla, O.D.; Colak, A.; Kurtulmus, Y.; Erbay, A.R.; Yilmaz, A.; Eren, M. Determination of a Predictive Cutoff Value of NT-proBNP Testing for Long-Term Survival in ED Patients with Acute Heart Failure. Am. J. Emerg. Med. 2013, 31, 1634–1637. [Google Scholar] [CrossRef]
- Salah, K.; Kok, W.E.; Eurlings, L.W.; Bettencourt, P.; Pimenta, J.M.; Metra, M.; Bayes-Genis, A.; Verdiani, V.; Bettari, L.; Lazzarini, V.; et al. A Novel Discharge Risk Model for Patients Hospitalised for Acute Decompensated Heart Failure Incorporating N-Terminal pro-B-Type Natriuretic Peptide Levels: A European coLlaboration on Acute decompeNsated Heart Failure: ÉLAN-HF Score. Heart 2014, 100, 115–125. [Google Scholar] [CrossRef]
- Hildebrandt, P.; Collinson, P.O.; Doughty, R.N.; Fuat, A.; Gaze, D.C.; Gustafsson, F.; Januzzi, J.; Rosenberg, J.; Senior, R.; Richards, M. Age-Dependent Values of N-Terminal pro-B-Type Natriuretic Peptide Are Superior to a Single Cut-Point for Ruling out Suspected Systolic Dysfunction in Primary Care. Eur. Heart J. 2010, 31, 1881–1889. [Google Scholar] [CrossRef]
- Collerton, J.; Kingston, A.; Yousaf, F.; Davies, K.; Kenny, A.; Neely, D.; Martin-Ruiz, C.; MacGowan, G.; Robinson, L.; Kirkwood, T.B.; et al. Utility of NT-proBNP as a Rule-out Test for Left Ventricular Dysfunction in Very Old People with Limiting Dyspnoea: The Newcastle 85+ Study. BMC Cardiovasc. Disord. 2014, 14, 128. [Google Scholar] [CrossRef]
- Remme, W.J. Bradykinin-Mediated Cardiovascular Protective Actions of ACE Inhibitors: A New Dimension in Anti-Ischaemic Therapy? Drugs 1997, 54, 59–70. [Google Scholar] [CrossRef]
- Heidenreich, P.A.; Bozkurt, B.; Aguilar, D.; Allen, L.A.; Byun, J.J.; Colvin, M.M.; Deswal, A.; Drazner, M.H.; Dunlay, S.M.; Evers, L.R.; et al. 2022 AHA/ACC/HFSA Guideline for the Management of Heart Failure: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation 2022, 145, 876–894. [Google Scholar] [CrossRef]
- Krantz, M.J.; Ambardekar, A.V.; Kaltenbach, L.; Hernandez, A.F.; Heidenreich, P.A.; Fonarow, G.C. Patterns and Predictors of Evidence-Based Medication Continuation Among Hospitalized Heart Failure Patients (from Get with the Guidelines–Heart Failure). Am. J. Cardiol. 2011, 107, 1818–1823. [Google Scholar] [CrossRef]
- Pascual-Figal, D.; Bayes-Genis, A. Looking for the Ideal Medication for Heart Failure with Reduced Ejection Fraction: A Narrative Review. Front. Cardiovasc. Med. 2024, 11, 1439696. [Google Scholar] [CrossRef]
- Siddiqui, S.W.; Ashok, T.; Patni, N.; Fatima, M.; Lamis, A.; Anne, K.K. Anemia and Heart Failure: A Narrative Review. Cureus 2022, 14, e27167. [Google Scholar] [CrossRef]
- Willis, M.S.; Lee, E.S.; Grenache, D.G. Effect of Anemia on Plasma Concentrations of NT-proBNP. Clin. Chim. Acta 2005, 358, 175–181. [Google Scholar] [CrossRef]
- Barlera, S.; Tavazzi, L.; Franzosi, M.G.; Marchioli, R.; Raimondi, E.; Masson, S.; Urso, R.; Lucci, D.; Nicolosi, G.L.; Maggioni, A.P.; et al. Predictors of Mortality in 6975 Patients with Chronic Heart Failure in the Gruppo Italiano per Lo Studio Della Streptochinasi Nell’Infarto Miocardico-Heart Failure Trial: Proposal for a Nomogram. Circ. Heart Fail. 2013, 6, 31–39. [Google Scholar] [CrossRef]
- Poortvliet, R.K.E.; Blom, J.W.; De Craen, A.J.M.; Mooijaart, S.P.; Westendorp, R.G.J.; Assendelft, W.J.J.; Gussekloo, J.; De Ruijter, W. Low Blood Pressure Predicts Increased Mortality in Very Old Age Even without Heart Failure: The Leiden 85-plus Study. Eur. J. Heart Fail. 2013, 15, 528–533. [Google Scholar] [CrossRef]
- Liu, S.; Graves, N.; Ma, C.; Pan, J.; Xie, Y.; Lee, S.Y.A.; Senanayake, S.; Kularatna, S. Preventability of Readmissions for Patients with Heart Failure—A Scoping Review. Heart Lung 2025, 71, 81–89. [Google Scholar] [CrossRef]
- Savage, H.O.; McBeath, K.; Hogan, J.; MacKay-Thomas, L.; Anderson, L.; Smith, A.; Bateman, J.; Brooks, P.; Bayes-Genis, A.; Vest, A.; et al. The 25in25 Initiative: A Novel Transformative Project to Reduce Mortality Due to Heart Failure by 25% in the next 25 Years. Eur. J. Heart Fail. 2024, 26, 2482–2486. [Google Scholar] [CrossRef]
- Galbreath, A.D.; Krasuski, R.A.; Smith, B.; Stajduhar, K.C.; Kwan, M.D.; Ellis, R.; Freeman, G.L. Long-Term Healthcare and Cost Outcomes of Disease Management in a Large, Randomized, Community-Based Population with Heart Failure. Circulation 2004, 110, 3518–3526. [Google Scholar] [CrossRef]
- Teleanu, I.C.; Mîrșu-Păun, A.; Bejan, C.G.; Stănescu, A.-M.A. NT-proBNP for Heart Failure Screening in Primary Care in an Eastern European Country: What We Know and Proposed Steps. Epidemiologia 2025, 6, 2. [Google Scholar] [CrossRef]
- Desai, A.S.; Stevenson, L.W. Rehospitalization for Heart Failure: Predict or Prevent? Circulation 2012, 126, 501–506. [Google Scholar] [CrossRef]
Alive N = 67 | Deceased N = 29 | p | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
<8700 pg/mL N = 46 pts. | ≥8700 pg/mL N = 21 pts. | p | <8700 pg/mL N = 7 pts. | ≥8700 pg/mL N = 22 pts. | p | ||||||
Sex (female/male) | 21/25 | 5/16 | 0.110 | 3/4 | 14/8 | 0.403 | 0.080 | ||||
Risk factors | |||||||||||
Obesity | 3 | 0 | 0.317 | 0 | 0 | - | - | ||||
CKD | 5 | 5 | 0.156 | 1 | 6 | 0.444 | 0.382 | ||||
Diabetes | 15 | 7 | 0.583 | 2 | 5 | 0.556 | 0.473 | ||||
High BP | 32 | 11 | 0.139 | 5 | 14 | 0.541 | 1.000 | ||||
MI in the past | 5 | 5 | 0.156 | 1 | 4 | 0.653 | 0.767 | ||||
CHD | 7 | 2 | 0.417 | 1 | 3 | 0.692 | 1.000 | ||||
AFib | 16 | 7 | 0.568 | 5 | 9 | 0.166 | 0.254 | ||||
Stroke | 6 | 1 | 0.419 | 1 | 2 | 0.100 | 0.100 | ||||
Stent | 0 | 3 | 0.028 * | 1 | 0 | 0.241 | 1.000 | ||||
Medication | |||||||||||
Diuretics (loop) | 24 | 17 | 0.022 | 5 | 11 | 0.292 | 0.653 | ||||
ACE-I | 16 | 3 | 0.037 * | 0 | 8 | 0.075 | 0.811 | ||||
ARB | 10 | 5 | 0.542 | 1 | 2 | 0.579 | 0.255 | ||||
CCB | 12 | 1 | 0.036 * | 2 | 3 | 0.347 | 1.000 | ||||
BB | 29 | 16 | 0.219 | 5 | 14 | 0.541 | 1.000 | ||||
Antithrombotic | 21 | 11 | 0.402 | 3 | 12 | 0.458 | 0.825 | ||||
Anticoagulant | 15 | 8 | 0.432 | 6 | 8 | 0.031 * | 0.254 | ||||
Hypolipidemic | 22 | 11 | 0.467 | 4 | 8 | 0.295 | 0.512 | ||||
Digoxin | 9 | 0 | 0.026 * | 4 | 3 | 0.038 * | 0.237 | ||||
M | SD | M | SD | M | SD | M | SD | ||||
Age | 71.7 | 10.2 | 73.5 | 7.8 | 0.478 | 75.8 | 13.5 | 82.4 | 8.8 | 0.164 | <0.001 * |
NT-proBNPadmission | 4201.9 | 2927.1 | 20,771.1 | 6782.3 | <0.001 * | 4719.0 | 2337.0 | 24,546.1 | 7641.7 | <0.001 * | <0.001 * |
NT-proBNPdischarge | 3269.4 | 2403.9 | 18,338.7 | 6616.3 | <0.001 * | 3942.4 | 1852.3 | 20,075.8 | 7374.4 | <0.001* | <0.001 * |
Hemoglobinadmission | 12.68 | 2.0 | 11.8 | 2.0 | 0.108 | 11.27 | 2.64 | 11.16 | 2.15 | 0.917 | 0.011 * |
Leukocytesadmission | 11,512.8 | 4877.0 | 12,870.0 | 5370.0 | 0.310 | 9130.0 | 3279.4 | 9580.0 | 4060.2 | 0.792 | 0.021 * |
Platelets | 228,815.2 | 105,372.4 | 287,523.8 | 116,204.8 | 0.045 * | 200,714.2 | 104,106.8 | 246,186.5 | 102,978.1 | 0.319 | 0.622 |
SBPadmission | 148.5 | 31.9 | 126.3 | 28.7 | 0.009 * | 136.5 | 25.2 | 139.9 | 31.3 | 0.800 | 0.727 |
DBPadmission | 84.5 | 17.6 | 71.4 | 18.2 | 0.007 * | 75.0 | 10.6 | 81.82 | 17.7 | 0.347 | 0.948 |
Heart rateadmission | 97.3 | 20.4 | 102.9 | 28.8 | 0.367 | 93.0 | 19.8 | 99.5 | 22.3 | 0.496 | 0.821 |
CRPadmission | 31.7 | 37.6 | 36.6 | 56.4 | 0.748 | 29.6 | 20.5 | 39.0 | 50.0 | 0.761 | 0.777 |
Creatinineadmission | 1.1 | 0.59 | 1.3 | .63 | 0.258 | 1.0 | 0.24 | 1.38 | 1.04 | 0.368 | 0.587 |
Blood ureaadmission | 73.8 | 116.7 | 73.0 | 41.2 | 0.976 | 46.8 | 22.6 | 76.0 | 39.7 | 0.078 | 0.513 |
Days hospitalized | 9.04 | 6.67 | 7.38 | 3.71 | 0.291 | 6.0 | 2.0 | 8.36 | 3.52 | 0.105 | 0.537 |
Cut-Off Value of 8700 pg/mL | Study Sample | Validation Sample |
---|---|---|
Youden’s Index p = 0.928 | ||
Sensitivity (%) | 75.86 (56.5–89.7) | 68.75 (41.3–89.0) |
Specificity (%) | 70.15 (57.7–80.7) | 77.78 (60.8–89.9) |
PPV (%) | 11.8 (8.1–16.9) | 14 (7.5–24.6) |
NPV (%) | 98.2 (96.6–99.1) | 97.9 (95.7–99.0) |
Positive LR | 2.54 (1.7–3.9) | 3.09 (1.5–6.2) |
Negative LR | 0.34 (0.2–0.7) | 0.4 (0.2–0.8) |
<8700 pg/mL N = 53 pts. | ≥8700 pg/mL N = 43 pts. | ||||
---|---|---|---|---|---|
Frequency (N) | Frequency (N) | p | |||
Gender (male) | 29 | 24 | 0.914 | ||
Obesity | 3 | 0 | 0.113 | ||
CKD | 6 | 11 | 0.069 | ||
MI in the past | 6 | 9 | 0.197 | ||
CHD | 8 | 5 | 0.622 | ||
AFib | 21 | 16 | 0.809 | ||
Diuretics | 30 | 23 | 0.760 | ||
ACE-I | 25 | 9 | 0.008 * | ||
ARB (sartans) | 4 | 5 | 0.495 | ||
CCB | 13 | 4 | 0.052 | ||
BB | 30 | 27 | 0.539 | ||
Antithrombotics | 30 | 20 | 0.325 | ||
Anticoagulants | 22 | 22 | 0.345 | ||
Hypolipidemics | 32 | 20 | 0.175 | ||
Digoxin | 7 | 3 | 0.320 | ||
Mean | SD | Mean | SD | p | |
Age | 72.26 | 10.71 | 77.93 | 9.36 | 0.008 * |
Creatine (mg/dL) | 1.13 | 0.55 | 1.35 | 0.85 | 0.124 |
Urea (mg/dL) | 70.26 | 109.27 | 74.56 | 40.06 | 0.807 |
Hb (g/dL) | 12.49 | 2.15 | 11.48 | 2.09 | 0.022 * |
Platelets (×103/µL) | 225,103 | 104,649 | 266,374 | 110,316 | 0.064 |
Leukocytes (cells/µL) | 11,198 | 4742 | 11,186 | 4974 | 0.991 |
CRP (mg/L) | 31.59 | 36.19 | 37.83 | 52.26 | 0.603 |
Systolic BP (mmHg) | 146.92 | 31.16 | 133.3 | 30.54 | 0.034 * |
Diastolic BP (mmHg) | 83.28 | 17.13 | 76.74 | 18.54 | 0.076 |
Heart rate (beats/min) | 96.79 | 20.21 | 101.21 | 25.51 | 0.346 |
LVEF | 34.47 | 10.24 | 32.47 | 7.99 | 0.299 |
Predictors of NT-proBNP > 8700 pg/mL | Intercept (β0) | Intercept p-Value | Coefficient β1 | β1 p-Value |
---|---|---|---|---|
Age | −4.496 | 0.008 | 0.057 | 0.010 * |
SBP at admission ≤ 120 mmHg | 1.918 | 0.066 | −0.015 | 0.039 * |
No ACE-I treatment | 0.194 | 0.440 | −1.210 | 0.009 * |
HB ≤ 11.7 g/dL | 2.499 | 0.042 | −0.226 | 0.026 * |
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Teleanu, I.C.; Bejan, G.C.; Poiană, I.R.; Mîrșu-Păun, A.; Dumitrescu, S.I.; Stănescu, A.M.A. Proposed NT-ProBNP Threshold for Predicting 2-Year Heart Failure Mortality and Implications for Long-Term Community Follow-Up. Epidemiologia 2025, 6, 59. https://doi.org/10.3390/epidemiologia6040059
Teleanu IC, Bejan GC, Poiană IR, Mîrșu-Păun A, Dumitrescu SI, Stănescu AMA. Proposed NT-ProBNP Threshold for Predicting 2-Year Heart Failure Mortality and Implications for Long-Term Community Follow-Up. Epidemiologia. 2025; 6(4):59. https://doi.org/10.3390/epidemiologia6040059
Chicago/Turabian StyleTeleanu, Ioana Camelia, Gabriel Cristian Bejan, Ioana Ruxandra Poiană, Anca Mîrșu-Păun, Silviu Ionel Dumitrescu, and Ana Maria Alexandra Stănescu. 2025. "Proposed NT-ProBNP Threshold for Predicting 2-Year Heart Failure Mortality and Implications for Long-Term Community Follow-Up" Epidemiologia 6, no. 4: 59. https://doi.org/10.3390/epidemiologia6040059
APA StyleTeleanu, I. C., Bejan, G. C., Poiană, I. R., Mîrșu-Păun, A., Dumitrescu, S. I., & Stănescu, A. M. A. (2025). Proposed NT-ProBNP Threshold for Predicting 2-Year Heart Failure Mortality and Implications for Long-Term Community Follow-Up. Epidemiologia, 6(4), 59. https://doi.org/10.3390/epidemiologia6040059