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  2. Keyword: Longitudinal Studies
Accuracy and Prognosis of Electrocardiographic and Echocardiographic Left Ventricular Hypertrophy in Brazilian Adults - ELSA-Brasil Study
ABC
Original Article

Accuracy and Prognosis of Electrocardiographic and Echocardiographic Left Ventricular Hypertrophy in Brazilian Adults – ELSA-Brasil Study

Marcelo M. Pinto-Filho et al. Lillian Guimarães de Faria Murilo Foppa Angela Barreto Santiago Santos … Sandhi Maria Barreto Antonio Luiz Pinho Ribeiro

Abstract

Background

Left ventricular hypertrophy (LVH), defined by increased left ventricular mass, is an independent predictor of cardiovascular mortality. Evidence suggests that LVH identified by electrocardiogram (ECG) and echocardiography represents distinct entities with potentially different prognostic implications.

Objectives

Assess the diagnostic accuracy of electrocardiographic criteria for LVH compared with transthoracic echocardiogram (TTE) and to evaluate their predictive value for fatal cardiovascular outcomes.

Methods

We conducted a cross-sectional diagnostic accuracy analysis and a prospective follow-up within the Longitudinal Study of Adult Health. LVH on ECG was defined by Minnesota Code criteria, and LVH on TTE by increased calculated left ventricular mass. Significance level was defined at 0,05.

Results

Among 2,849 participants (43.6% male), median age 62 years, 12.5% had LVH by TTE and 5.9% by ECG criteria. ECG-defined LVH showed, from different criteria, very low sensitivity (5–12%) but high specificity (95–99%) compared with TTE. In prognostic analyses, TTE-defined LVH was associated with significant fatal adverse cardiovascular events (FMACE) (HR 3.2, 95% CI 1.7–5.9). ECG-defined LVH also predicted FMACE, with HR close to 3.5 across the different MC criteria in multivariate regression analysis. The predictive capacity remained significant after further adjustment for hypertrophy defined by either of the methods.

Conclusions

Although electrocardiographic criteria demonstrated poor diagnostic accuracy for LVH compared with TTE, both modalities were independently associated with adverse cardiovascular outcomes. These findings suggest that ECG-defined and TTE-defined LVH provide complementary prognostic information and may reflect distinct pathophysiological processes.

  • Electrocardiography
  • Left Ventricular Hypertrophy
  • Longitudinal Studies
  • Prognosis
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Creative Commons Attribution (CC BY) Creative Commons license
12/06/2026 DOI: 10.36660/abc.20250789i Views 1
ABC
Editorial

The ELSA-Brasil Study and Our Myocardial Deformation

Márcio S. M. Lima

The analysis of myocardial deformation (strain) using speckle tracking technology in echocardiography is no longer something new and innovative. Several years have passed since its validation. Compared to left ventricular (LV) ejection fraction, global longitudinal strain (GLS) is a more accurate assessment of systolic function, important in several situations, such as cardio-oncology, valvular heart disease, cardiomyopathies, and ischemic heart disease. It is more accurate and reproducible data, is closely correlated with prognosis, and is currently available in most echocardiogram machines. On the other hand, this analysis requires an adequate acoustic window, and the issue of inter-vendor variability must still be taken into account.

A highly significant step that brought the analysis of myocardial deformation to our Brazilian reality was taken in 2023 with the publication of the “Position Statement on the Use of Myocardial Strain in Cardiology Routines by the Brazilian Society of Cardiology’s Department Of Cardiovascular Imaging – 2023” in the Arquivos Brasileiros de Cardiologia journal. Several experts joined in the production of this important document that increased cardiologists’ knowledge about GLS. Published in the current issue of the Arquivos Brasileiros de Cardiologia, another step was taken through the ELSA-Brasil study. ELSA-Brasil is a broad epidemiological study with more than 15,000 public servants from universities and research institutions on cardiovascular diseases and diabetes, carried out in 6 Brazilian cities (São Paulo, Rio de Janeiro, Belo Horizonte, Vitória, Salvador, and Porto Alegre), with several publications in the literature. This time, the focus was on determining normal values for LVGLS and right ventricular free wall longitudinal strain (RVFWLS), that is, an investigation of myocardial deformation in our population.

[…]

  • Echocardiography
  • Longitudinal Studies
  • Ventricular Function
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Creative Commons Attribution (CC BY) Creative Commons license
20/06/2025 DOI: 10.36660/abc.20250265i Views 1
ABC
Editorial

Additional Data on Atrial Fibrillation from ELSA-Brasil Study

Victor Sarli Issa et al. Alfredo José Mansur

Atrial fibrillation is currently recognized as a medical condition associated with clinically relevant symptoms, worse prognosis, and increased medical costs. Atrial fibrillation does not seem to be a homogenous disease but presents significant variability in terms of epidemiology, clinical presentation, risk factors, access to treatment, and prognosis. Understanding regional, social, and ethnic variations is thus of paramount importance.

It is estimated that more than 33 million individuals worldwide are affected with atrial fibrillation, and the prevalence is expected to grow as the population of individuals aged 65-year-old or older will almost double from 12% in 2010 to an estimated 22% in 2040. This will probably bring additional burden for cardiovascular disease and atrial fibrillation. It has been argued that this health and economic burden might be concentrated in low- and middle-income countries. In this sense, available data suggests that the atrial fibrillation burden in Brazil is at least equivalent to that seen in other countries.

[…]

  • Atrial Fibrillation
  • Epidemiology
  • Longitudinal Studies
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Creative Commons Attribution (CC BY) Creative Commons license
10/02/2025 DOI: 10.36660/abc.20240827i Views 2
Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants
ABC
Original Article

Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants

Tarcísio C. Souza et al. Sheila M. A. Matos Maria da C. C. de Almeida Maria J. M. Fonseca … Maria del Carmen B. Molina Rosane H. Griep Cristiano P. S. Pitanga Francisco J. G. Pitanga

Abstract

Background:

Evidence indicates that physical activity (PA) has a protective effect against chronic diseases, including high arterial hypertension (AH).

Objective:

This study investigated, longitudinally, the association between changes in leisure time physical activity (LTPA) and the incidence of hypertension in ELSA-Brasil participants.

Methods:

Data from 8,968 participants were analyzed at two different times (2008-2010 and 2012-2014). The International Physical Activity Questionnaire (IPAQ), long version, was used to assess LTPA. The association between LTPA and AH was tested using Poisson regression with relative risk (RR) estimation, with a significance level of 5% and a 95% confidence interval.

Results:

When the LTPA level variable was categorized as sufficient and insufficient, no statistically significant associations were found between LTPA and AH incidence as a function of changes in PA during follow-up. However, when the LTPA variable was categorized as inactive, little active, active, and very active, a statistically significant association was observed between LTPA and AH in participants classified as very physically active. The risk of AH was reduced by 35% among men RR 0.65 (95% CI 0.50-0.86) and by 66% among women RR 0.34 (95% CI 0.20-0.58) who maintained high levels of LTPA at both moments of follow-up.

Conclusion:

These results suggest that maintaining high levels of PA over time is associated with a lower risk of developing AH, highlighting the importance of PA in preventing this condition, for both men and women.

  • Cardiovascular Diseases
  • Epidemiology
  • Longitudinal Studies
  • Public Health
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Creative Commons Attribution (CC BY) Creative Commons license
02/08/2024 DOI: 10.36660/abc.20230734i Views 2
ABC
Letter to the Editor

Longitudinal Data and Correlated Measures Bias: The Alternative of Mixed Models

Johnnatas Mikael Lopes et al. Marcello Barbosa O.G. Guedes Rafael Limeira Cavalcanti Clecio Gabriel de Souza

Longitudinal studies have two important data typologies: single outcomes or repeated measures. Single outcome, such as death or disease onset, should have a different data treatment than those studies with repeated measures outcome. But, they have in common the detection of changes over time and the contributing factors for this change. Cohort differs from cross-sectional studies that desire only variables relationshiP , without causal effect.

Fernandes et al. wrote an article entitled The RelationshiP between Lifestyle and Costs Related to Medicine Use in Adults, published in this journal, volume 112, number 6, 2019, and they used behavioral independent variables to estimate their effects on drug costs outcome, collected as repeated measurements in a prospective cohort design.

[…]

  • Biostatistics
  • Cohort Studies
  • Cross-Section,Studies
  • Epidemiology
  • Longitudinal Studies
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Creative Commons Attribution (CC BY) Creative Commons license
02/12/2019 DOI: 10.36660/abc.20190601

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Pinto-Filho MM, Faria LG, Foppa M, Santos ABS, Barreto SM, Ribeiro ALP. Accuracy and Prognosis of Electrocardiographic and Echocardiographic Left Ventricular Hypertrophy in Brazilian Adults – ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia 2026;123(4):e20250789.

Electronic Document Format (ABNT)

Pinto-Filho, Marcelo M.; Faria, Lillian Guimarães de; Foppa, Murilo; Santos, Angela Barreto Santiago; Barreto, Sandhi Maria; Ribeiro, Antonio Luiz Pinho. Accuracy and Prognosis of Electrocardiographic and Echocardiographic Left Ventricular Hypertrophy in Brazilian Adults – ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia, v. 123, n. 4, e20250789, Jun. 2026.

Electronic Document Format (APA)

Pinto-Filho, M. M., Faria, L. G. , Foppa, M., Santos, A. B. S., Barreto, S. M., & Ribeiro, A. L. P. (2026). Accuracy and Prognosis of Electrocardiographic and Echocardiographic Left Ventricular Hypertrophy in Brazilian Adults – ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia, 123(4), e20250789.

Electronic Document Format (ISO)

Pinto-Filho, Marcelo M. and Faria, Lillian Guimarães de and Foppa, Murilo and Santos, Angela Barreto Santiago and Barreto, Sandhi Maria and Ribeiro, Antonio Luiz Pinho. Accuracy and Prognosis of Electrocardiographic and Echocardiographic Left Ventricular Hypertrophy in Brazilian Adults – ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia [online]. 2026, vol. 123, n. 4, [cited 2026-10-14], e20250789. Available from: <https://journals.cardiol.br/en/article/accuracy-and-prognosis-of-electrocardiographic-and-echocardiographic-left-ventricular-hypertrophy-in-brazilian-adults-elsa-brasil-study/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Lima MSM. The ELSA-Brasil Study and Our Myocardial Deformation. Arquivos Brasileiros de Cardiologia 2025;122(6):e20250265.

Electronic Document Format (ABNT)

Lima, Márcio S. M.. The ELSA-Brasil Study and Our Myocardial Deformation. Arquivos Brasileiros de Cardiologia, v. 122, n. 6, e20250265, Jun. 2025.

Electronic Document Format (APA)

Lima, M. S. M. (2025). The ELSA-Brasil Study and Our Myocardial Deformation. Arquivos Brasileiros de Cardiologia, 122(6), e20250265.

Electronic Document Format (ISO)

Lima, Márcio S. M.. The ELSA-Brasil Study and Our Myocardial Deformation. Arquivos Brasileiros de Cardiologia [online]. 2025, vol. 122, n. 6, [cited 2026-10-14], e20250265. Available from: <https://journals.cardiol.br/en/article/the-elsa-brasil-study-and-our-myocardial-deformation/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Issa VS, Mansur AJ. Additional Data on Atrial Fibrillation from ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia 2025;122(1):e20240827.

Electronic Document Format (ABNT)

Issa, Victor Sarli; Mansur, Alfredo José. Additional Data on Atrial Fibrillation from ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia, v. 122, n. 1, e20240827, Feb. 2025.

Electronic Document Format (APA)

Issa, V. S., & Mansur, A. J. (2025). Additional Data on Atrial Fibrillation from ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia, 122(1), e20240827.

Electronic Document Format (ISO)

Issa, Victor Sarli and Mansur, Alfredo José. Additional Data on Atrial Fibrillation from ELSA-Brasil Study. Arquivos Brasileiros de Cardiologia [online]. 2025, vol. 122, n. 1, [cited 2026-10-14], e20240827. Available from: <https://journals.cardiol.br/en/article/additional-data-on-atrial-fibrillation-from-elsa-brasil-study/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Souza TC, Matos SMA, Almeida MCC, Fonseca MJM, Molina MCB, Griep RH, Pitanga CPS, et al. Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants. Arquivos Brasileiros de Cardiologia 2024;121(6):e20230734.

Electronic Document Format (ABNT)

Souza, Tarcísio C.; Matos, Sheila M. A.; Almeida, Maria da C. C. de; Fonseca, Maria J. M.; Molina, Maria del Carmen B.; Griep, Rosane H.; Pitanga, Cristiano P. S.; Pitanga, Francisco J. G.. Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants. Arquivos Brasileiros de Cardiologia, v. 121, n. 6, e20230734, Aug. 2024.

Electronic Document Format (APA)

Souza, T. C., Matos, S. M. A., Almeida, M. C. C. , Fonseca, M. J. M., Molina, M. C. B., Griep, R. H., Pitanga, C. P. S., & Pitanga, F. J. G. (2024). Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants. Arquivos Brasileiros de Cardiologia, 121(6), e20230734.

Electronic Document Format (ISO)

Souza, Tarcísio C. and Matos, Sheila M. A. and Almeida, Maria da C. C. de and Fonseca, Maria J. M. and Molina, Maria del Carmen B. and Griep, Rosane H. and Pitanga, Cristiano P. S. and Pitanga, Francisco J. G.. Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants. Arquivos Brasileiros de Cardiologia [online]. 2024, vol. 121, n. 6, [cited 2026-10-14], e20230734. Available from: <https://journals.cardiol.br/en/article/leisure-time-physical-activity-and-incidence-of-arterial-hypertension-in-elsa-brasil-participants/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Lopes JM, Guedes MBO, Cavalcanti RL, Souza CG. Longitudinal Data and Correlated Measures Bias: The Alternative of Mixed Models. Arquivos Brasileiros de Cardiologia 2019;113(6):1155-7.

Electronic Document Format (ABNT)

Lopes, Johnnatas Mikael; Guedes, Marcello Barbosa O.G.; Cavalcanti, Rafael Limeira; Souza, Clecio Gabriel de. Longitudinal Data and Correlated Measures Bias: The Alternative of Mixed Models. Arquivos Brasileiros de Cardiologia, v. 113, n. 6, p. 1155-1157, Dec. 2019.

Electronic Document Format (APA)

Lopes, J. M., Guedes, M. B. O., Cavalcanti, R. L., & Souza, C. G. (2019). Longitudinal Data and Correlated Measures Bias: The Alternative of Mixed Models. Arquivos Brasileiros de Cardiologia, 113(6), 1155-1157.

Electronic Document Format (ISO)

Lopes, Johnnatas Mikael and Guedes, Marcello Barbosa O.G. and Cavalcanti, Rafael Limeira and Souza, Clecio Gabriel de. Longitudinal Data and Correlated Measures Bias: The Alternative of Mixed Models. Arquivos Brasileiros de Cardiologia [online]. 2019, vol. 113, n. 6, [cited 2026-10-14], pp. 1155-1157. Available from: <https://journals.cardiol.br/en/article/longitudinal-data-and-correlated-measures-bias-the-alternative-of-mixed-models/>. ISSN 0066-782X

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