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Original Article

Use of the ADHERE Risk Model as a Predictor of Risk of in-Hospital Worsening Heart Failure in a Cohort

Daniela de Souza Bernardes et al. Marina Scherer Santos Vanessa Monteiro Mantovani Omar Pereira de Almeida Neto … Livia Adams Goldraich Nadine Clausell Eneida Rejane Rabelo-Silva

Abstract

Background

Patients admitted with acute decompensated heart failure (HF) are subject to developing worsening episodes that require more complex interventions. The Acute Decompensated Heart Failure National Registry (ADHERE) risk model was developed in the United States to predict the risk of in-hospital worsening HF.

Objective

To use the ADHERE risk model in the assessment of risk of in-hospital worsening HF and to determine its sensitivity and specificity in hospitalized patients.

Methods

This cohort study was conducted at a Brazilian public university hospital, and data from 2013 to 2020 were retrospectively collected. P values < 0.05 were considered statistically significant.

Results

A total of 890 patients with a mean age of 74 ± 8 years were included. The model showed that, in the group of 490 patients at risk, 254 (51.8%) developed in-hospital worsening HF. In the group of 400 patients not at risk, only 109 (27.2%) experienced worsening HF. The results demonstrated a statistically significant curve (area under the curve = 0.665; standard error = 0.018; P < 0.01; confidence interval = 0.609 to 0.701), indicating good accuracy. The model had a sensitivity of 69.9% and a specificity of 55.2%, with a positive predictive value of 52% and a negative predictive value of 72.7%.

Conclusions

In this cohort, we showed that the ADHERE risk model was able to discriminate patients who in fact developed worsening HF during the admission period, from those who did not.

  • Heart Failure
  • Hospitalization
  • Risk Groups
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Creative Commons Attribution (CC BY) Creative Commons license
01/09/2023 DOI: 10.36660/abc.20220584 Views 2
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ABC
Original Article

Cardiac Surgery Costs According to the Preoperative Risk in the Brazilian Public Health System

David Provenzale Titinger et al. Luiz Augusto Ferreira Lisboa Bruna La Regina Matrangolo Luis Roberto Palma Dallan … Luis Alberto Oliveira Dallan Evelinda Marramon Trindade Ivone Eckl Roberto Kalil Filho Omar Asdrúbal Vilca Mejía Fabio Biscegli Jatene

Abstract

Background:

Heart surgery has developed with increasing patient complexity.

Objective:

To assess the use of resources and real costs stratified by risk factors of patients submitted to surgical cardiac procedures and to compare them with the values reimbursed by the Brazilian Unified Health System (SUS).

Method:

All cardiac surgery procedures performed between January and July 2013 in a tertiary referral center were analyzed. Demographic and clinical data allowed the calculation of the value reimbursed by the Brazilian SUS. Patients were stratified as low, intermediate and high-risk categories according to the EuroSCORE. Clinical outcomes, use of resources and costs (real costs versus SUS) were compared between established risk groups.

Results:

Postoperative mortality rates of low, intermediate and high-risk EuroSCORE risk strata showed a significant linear positive correlation (EuroSCORE: 3.8%, 10%, and 25%; p < 0.0001), as well as occurrence of any postoperative complication EuroSCORE: 13.7%, 20.7%, and 30.8%, respectively; p = 0.006). Accordingly, length-of-stay increased from 20.9 days to 24.8 and 29.2 days (p < 0.001). The real cost was parallel to increased resource use according to EuroSCORE risk strata (R$ 27.116,00 ± R$ 13.928,00 versus R$ 34.854,00 ± R$ 27.814,00 versus R$ 43.234,00 ± R$ 26.009,00, respectively; p < 0.001). SUS reimbursement also increased (R$ 14.306,00 ± R$ 4.571,00 versus R$ 16.217,00 ± R$ 7.298,00 versus R$ 19.548,00 ± R$935,00; p < 0.001). However, as the EuroSCORE increased, there was significant difference (p < 0.0001) between the real cost increasing slope and the SUS reimbursement elevation per EuroSCORE risk strata.

Conclusion:

Higher EuroSCORE was related to higher postoperative mortality, complications, length of stay, and costs. Although SUS reimbursement increased according to risk, it was not proportional to real costs.

  • Cardiac Surgical Procedures / economics
  • Hospital Costs
  • Hospital Mortality
  • Morbidity
  • Preoperative Care
  • Risk Groups
  • Unified Health System
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Creative Commons Attribution (CC BY) Creative Commons license
23/06/2015 DOI: 10.5935/abc.20150068 Views 1

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Bernardes DS, Santos MS, Mantovani VM, Almeida Neto OP, Goldraich LA, Clausell N, Rabelo-Silva ER, et al. Use of the ADHERE Risk Model as a Predictor of Risk of in-Hospital Worsening Heart Failure in a Cohort. Arquivos Brasileiros de Cardiologia 2023;120(8):e20220584.

Electronic Document Format (ABNT)

Bernardes, Daniela de Souza; Santos, Marina Scherer; Mantovani, Vanessa Monteiro; Almeida Neto, Omar Pereira de; Goldraich, Livia Adams; Clausell, Nadine; Rabelo-Silva, Eneida Rejane. Use of the ADHERE Risk Model as a Predictor of Risk of in-Hospital Worsening Heart Failure in a Cohort. Arquivos Brasileiros de Cardiologia, v. 120, n. 8, e20220584, Aug. 2023.

Electronic Document Format (APA)

Bernardes, D. S., Santos, M. S., Mantovani, V. M., Almeida Neto, O. P. , Goldraich, L. A., Clausell, N., & Rabelo-Silva, E. R. (2023). Use of the ADHERE Risk Model as a Predictor of Risk of in-Hospital Worsening Heart Failure in a Cohort. Arquivos Brasileiros de Cardiologia, 120(8), e20220584.

Electronic Document Format (ISO)

Bernardes, Daniela de Souza and Santos, Marina Scherer and Mantovani, Vanessa Monteiro and Almeida Neto, Omar Pereira de and Goldraich, Livia Adams and Clausell, Nadine and Rabelo-Silva, Eneida Rejane. Use of the ADHERE Risk Model as a Predictor of Risk of in-Hospital Worsening Heart Failure in a Cohort. Arquivos Brasileiros de Cardiologia [online]. 2023, vol. 120, n. 8, [cited 2026-10-14], e20220584. Available from: <https://journals.cardiol.br/en/article/use-of-the-adhere-risk-model-as-a-predictor-of-risk-of-in-hospital-worsening-heart-failure-in-a-cohort/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Titinger DP, Lisboa LAF, Matrangolo BLR, Dallan LRP, Dallan LAO, Trindade EM, Eckl I, et al. Cardiac Surgery Costs According to the Preoperative Risk in the Brazilian Public Health System. Arquivos Brasileiros de Cardiologia 2015;105(2):130-8.

Electronic Document Format (ABNT)

Titinger, David Provenzale; Lisboa, Luiz Augusto Ferreira; Matrangolo, Bruna La Regina; Dallan, Luis Roberto Palma; Dallan, Luis Alberto Oliveira; Trindade, Evelinda Marramon; Eckl, Ivone; Kalil Filho, Roberto; Mejía, Omar Asdrúbal Vilca; Jatene, Fabio Biscegli. Cardiac Surgery Costs According to the Preoperative Risk in the Brazilian Public Health System. Arquivos Brasileiros de Cardiologia, v. 105, n. 2, p. 130-138, Jun. 2015.

Electronic Document Format (APA)

Titinger, D. P., Lisboa, L. A. F., Matrangolo, B. L. R., Dallan, L. R. P., Dallan, L. A. O., Trindade, E. M., Eckl, I., Kalil Filho, R., Mejía, O. A. V., & Jatene, F. B. (2015). Cardiac Surgery Costs According to the Preoperative Risk in the Brazilian Public Health System. Arquivos Brasileiros de Cardiologia, 105(2), 130-138.

Electronic Document Format (ISO)

Titinger, David Provenzale and Lisboa, Luiz Augusto Ferreira and Matrangolo, Bruna La Regina and Dallan, Luis Roberto Palma and Dallan, Luis Alberto Oliveira and Trindade, Evelinda Marramon and Eckl, Ivone and Kalil Filho, Roberto and Mejía, Omar Asdrúbal Vilca and Jatene, Fabio Biscegli. Cardiac Surgery Costs According to the Preoperative Risk in the Brazilian Public Health System. Arquivos Brasileiros de Cardiologia [online]. 2015, vol. 105, n. 2, [cited 2026-10-14], pp. 130-138. Available from: <https://journals.cardiol.br/en/article/cardiac-surgery-costs-according-to-the-preoperative-risk-in-the-brazilian-public-health-system/>. ISSN 0066-782X

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