ABC Family Arquivos Brasileiros de Cardiologia International Journal of Cardiovascular Sciences ABC Heart Failure & Cardiomyopathy ABC Imagem Cardiovascular
Português English
ABC Family
Português English
  • About
    • About ABC Family
    • Internal Regulation
    • Editorial Board
    • Brazilian Society of Cardiology (SBC)
  • Issues
  • SBC Guidelines
  • Content
    • Videos
    • Podcasts
    • News
  • About
    • About ABC Family
    • Internal Regulation
    • Editorial Board
    • Brazilian Society of Cardiology (SBC)
  • Issues
  • SBC Guidelines
  • Content
    • Videos
    • Podcasts
    • News

ABC Family

  • ABC Family
  • Arquivos Brasileiros de Cardiologia
  • International Journal of Cardiovascular Sciences
  • ABC Heart Failure & Cardiomyopathy
  • ABC Imagem Cardiovascular
Search in

No content found.

Journals
Ordering
Article types
Others

  1. Home
  2. Keyword: Logistic Models
ABC
Original Article

Persistent Right Ventricular Dysfunction and Hemodynamic Evolution Predict In-Hospital Deterioration in Intermediate-High- and High-Risk Pulmonary Embolism

Miguel A. Quintana et al. Joaquín Perea Ricardo Villarreal Mauricio Soto … Marildes Castro Rafael Cortês Patricio Sanhueza Iván Saavedra Yhaquelina Quispe Roger Tenezaca Roberto Colque Alexandra Arias Alex Rivera Toquica Manuel Álvarez Ysmenia D. Pérez Paola Morejón Karina G. Fernández Adriana Mogollón Marcelo Cardona Gonzalo Emanuel Pérez Arnaldo López-Ruiz

Abstract

Background

Risk stratification in acute pulmonary embolism (PE) is based primarily on findings obtained at hospital admission. However, whether serial assessment of right ventricular (RV) dysfunction and hemodynamic changes provides incremental prognostic value beyond the initial risk stratification remains uncertain.

Objectives

To evaluate longitudinal clinical and imaging variables associated with adverse in-hospital outcomes in patients with intermediate-high- and high-risk acute PE.

Methods

This prospective registry included patients with intermediate-high- and high-risk acute PE. The primary composite endpoint comprised in-hospital mortality, invasive mechanical ventilation, persistent shock or hypotension, and extracorporeal membrane oxygenation. Longitudinal variables were assessed 24-72 hours after admission. All statistical tests were two-tailed, and a p-value < 0.05 was considered statistically significant. Multivariable logistic regression models were constructed, and discriminative performance was evaluated using the area under the receiver operating characteristic curve (AUC-ROC). A prespecified missing-data analysis was performed to assess the availability of follow-up computed tomography pulmonary angiography (CTPA).

Results

The primary composite endpoint occurred in 21.2% of the 151 patients, with an in-hospital mortality rate of 9.3%. Persistent RV dysfunction on follow-up CTPA (χ2 = 15.48; p < 0.001) and follow-up systolic blood pressure (SBP; p < 0.001) were the strongest individual predictors of adverse outcomes. In the longitudinal multivariable model (n = 60), persistent RV dysfunction on follow-up CTPA (OR 9.70; 95%CI, 1.96-47.89; p = 0.005) and follow-up SBP (OR 0.90; 95%CI, 0.83-0.96; p = 0.003) remained independent predictors. The model demonstrated excellent discrimination (AUC-ROC = 0.874) and adequate calibration. The missing-data analysis showed that patients without follow-up CTPA were more severely ill at baseline, consistent with a missing not at random mechanism.

Conclusions

Reassessment of established risk markers during hospitalization may improve identification of patients who remain at high risk despite initial risk classification and treatment. Persistent RV dysfunction and lower follow-up SBP were independently associated with adverse in-hospital outcomes, which supports the use of dynamic risk stratification in acute PE.

  • Cardiogenic shock
  • Hemodynamics
  • Logistic Models
  • Prognosis
  • Pulmonary embolism
  • Reperfusion
  • Right Ventricular Dysfunction
  • Thrombectomy
Read Full Article
Creative Commons Attribution (CC BY) Creative Commons license
18/09/2026 DOI: 10.36660/abc.20260468i Views 3
Development and Validation of a Predictive Model for Atrial Functional Mitral Regurgitation
ABCIC
Original Article

Development and Validation of a Predictive Model for Atrial Functional Mitral Regurgitation

Alexandre Costa Souza et al. Bruna de Mattos Ivo Junqueira Stephanie de Azevedo Drubi Priscila Pinheiro … Laila Caroline Gomes Pedro Henrique Correia Filgueiras Ricardo André Sales Pereira Guedes Marco André Moraes Sales Yuri Xavier de Carvalho Carolina Thê Macêdo

Abstract

Background

Identifying atrial etiology in patients with mitral regurgitation remains challenging because the diagnosis is often established by exclusion. The use of a multivariable model may enhance diagnostic accuracy in the context of atrial functional mitral regurgitation.

Objective

To develop and validate a multivariable logistic regression model based on clinical and echocardiographic characteristics to predict atrial functional mitral regurgitation.

Methods

This cross-sectional study included patients with significant mitral regurgitation diagnosed by transesophageal echocardiography. The dataset was randomly divided into a training set (70%) and a validation set (30%). Statistical analyses were performed using a significance level of 5%.

Results

A total of 203 patients were included. The median age was 79 years in the atrial group and 72 years in the non-atrial group (p = 0.0022). Receiver operating characteristic curve analysis demonstrated good discriminative performance, with an area under the curve of 0.896 (95% CI, 0.845-0.947) in the training set. In the validation set, the model achieved an area under the curve of 0.946 (95% CI, 0.89-1.00), which indicates high predictive accuracy. Model calibration assessed by the Hosmer-Lemeshow test (chi-square test = 5.197; df = 8; p = 0.736) demonstrated good agreement between predicted and observed outcomes.

Conclusion

A multivariable model was derived and validated as a useful tool for predicting atrial etiology in patients with mitral regurgitation, potentially reducing diagnostic variability in clinical practice.

  • Echocardiography
  • Logistic Models
  • Mitral Valve Insufficiency
  • Statistical Models
Read Full Article
Creative Commons Attribution (CC BY) Creative Commons license
17/04/2026 DOI: 10.36660/abcimg.20250086i Views 3

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Quintana MA, Perea J, Villarreal R, Soto M, Castro M, Cortês R, Sanhueza P, et al. Persistent Right Ventricular Dysfunction and Hemodynamic Evolution Predict In-Hospital Deterioration in Intermediate-High- and High-Risk Pulmonary Embolism. Arquivos Brasileiros de Cardiologia 2026;123(7):e20260468.

Electronic Document Format (ABNT)

Quintana, Miguel A.; Perea, Joaquín; Villarreal, Ricardo; Soto, Mauricio; Castro, Marildes; Cortês, Rafael; Sanhueza, Patricio; Saavedra, Iván; Quispe, Yhaquelina; Tenezaca, Roger; Colque, Roberto; Arias, Alexandra; Toquica, Alex Rivera; Álvarez, Manuel; Pérez, Ysmenia D.; Morejón, Paola; Fernández, Karina G.; Mogollón, Adriana; Cardona, Marcelo; Pérez, Gonzalo Emanuel; López-Ruiz, Arnaldo. Persistent Right Ventricular Dysfunction and Hemodynamic Evolution Predict In-Hospital Deterioration in Intermediate-High- and High-Risk Pulmonary Embolism. Arquivos Brasileiros de Cardiologia, v. 123, n. 7, e20260468, Sep. 2026.

Electronic Document Format (APA)

Quintana, M. A., Perea, J., Villarreal, R., Soto, M., Castro, M., Cortês, R., Sanhueza, P., Saavedra, I., Quispe, Y., Tenezaca, R., Colque, R., Arias, A., Toquica, A. R., Álvarez, M., Pérez, Y. D., Morejón, P., Fernández, K. G., Mogollón, A., Cardona, M., Pérez, G. E., & López-Ruiz, A. (2026). Persistent Right Ventricular Dysfunction and Hemodynamic Evolution Predict In-Hospital Deterioration in Intermediate-High- and High-Risk Pulmonary Embolism. Arquivos Brasileiros de Cardiologia, 123(7), e20260468.

Electronic Document Format (ISO)

Quintana, Miguel A. and Perea, Joaquín and Villarreal, Ricardo and Soto, Mauricio and Castro, Marildes and Cortês, Rafael and Sanhueza, Patricio and Saavedra, Iván and Quispe, Yhaquelina and Tenezaca, Roger and Colque, Roberto and Arias, Alexandra and Toquica, Alex Rivera and Álvarez, Manuel and Pérez, Ysmenia D. and Morejón, Paola and Fernández, Karina G. and Mogollón, Adriana and Cardona, Marcelo and Pérez, Gonzalo Emanuel and López-Ruiz, Arnaldo. Persistent Right Ventricular Dysfunction and Hemodynamic Evolution Predict In-Hospital Deterioration in Intermediate-High- and High-Risk Pulmonary Embolism. Arquivos Brasileiros de Cardiologia [online]. 2026, vol. 123, n. 7, [cited 2026-10-14], e20260468. Available from: <https://journals.cardiol.br/en/article/persistent-right-ventricular-dysfunction-and-hemodynamic-evolution-predict-in-hospital-deterioration-in-intermediate-high-and-high-risk-pulmonary-embolism/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Souza AC, Junqueira BMI, Drubi SA, Pinheiro P, Gomes LC, Filgueiras PHC, Guedes RASP, et al. Development and Validation of a Predictive Model for Atrial Functional Mitral Regurgitation. ABC Imagem Cardiovascular 2026;39(1):e20250086.

Electronic Document Format (ABNT)

Souza, Alexandre Costa; Junqueira, Bruna de Mattos Ivo; Drubi, Stephanie de Azevedo; Pinheiro, Priscila; Gomes, Laila Caroline; Filgueiras, Pedro Henrique Correia; Guedes, Ricardo André Sales Pereira; Sales, Marco André Moraes; Carvalho, Yuri Xavier de; Macêdo, Carolina Thê. Development and Validation of a Predictive Model for Atrial Functional Mitral Regurgitation. ABC Imagem Cardiovascular, v. 39, n. 1, e20250086, Apr. 2026.

Electronic Document Format (APA)

Souza, A. C., Junqueira, B. M. I., Drubi, S. A., Pinheiro, P., Gomes, L. C., Filgueiras, P. H. C., Guedes, R. A. S. P., Sales, M. A. M., Carvalho, Y. X. , & Macêdo, C. T. (2026). Development and Validation of a Predictive Model for Atrial Functional Mitral Regurgitation. ABC Imagem Cardiovascular, 39(1), e20250086.

Electronic Document Format (ISO)

Souza, Alexandre Costa and Junqueira, Bruna de Mattos Ivo and Drubi, Stephanie de Azevedo and Pinheiro, Priscila and Gomes, Laila Caroline and Filgueiras, Pedro Henrique Correia and Guedes, Ricardo André Sales Pereira and Sales, Marco André Moraes and Carvalho, Yuri Xavier de and Macêdo, Carolina Thê. Development and Validation of a Predictive Model for Atrial Functional Mitral Regurgitation. ABC Imagem Cardiovascular [online]. 2026, vol. 39, n. 1, [cited 2026-10-14], e20250086. Available from: <https://journals.cardiol.br/en/article/development-and-validation-of-a-predictive-model-for-atrial-functional-mitral-regurgitation/>. ISSN 2318-8219

  • About ABC Family
  • Internal Regulation
  • Editorial Board
  • Brazilian Society of Cardiology (SBC)

Issues

SBC Guidelines

  • Videos
  • Podcasts
  • News