Julia Ramírez1, Pablo Laguna2, Antonio Bayés de Luna3, Marek Malik4, Esther Pueyo2. 1. Centro de Investigación Biomédica en Red (CIBER), Spain; Aragón Institute of Engineering Research, IIS Aragón, Universidad de Zaragoza, Zaragoza, Spain. Electronic address: Julia.Ramirez@unizar.es. 2. Centro de Investigación Biomédica en Red (CIBER), Spain; Aragón Institute of Engineering Research, IIS Aragón, Universidad de Zaragoza, Zaragoza, Spain. 3. Institut Catalad'Ciencies Cardiovasculars, Hospital Santa Creu I Sant Pau, Barcelona, Spain. 4. St. Paul's Cardiac Electrophysiology, University of London, and Imperial College, London, UK.
Abstract
BACKGROUND: Previous studies investigated the QT/RR relationship by linear regressions of QT and RR intervals. However, the pattern of the QT/RR relationship is not necessarily linear. This study investigated the QT/RR and T-peak-to-end (Tpe)/RR curvatures and corresponding slopes in chronic heart failure (CHF) patients, and studied their differences between sudden cardiac death (SCD) victims and others. METHODS: Holter ECG recordings of 650 CHF patients were analyzed. RR, QT and Tpe series were obtained and for each patient, the data of each subject were fitted with a non-linear regression function of the form: QT=χ+ϕ(1-RR(γ)), where γ is the QT/RR curvature. The same regression formula was applied to the Tpe interval series. The slopes (dimensionless units) were calculated at the averaged RR intervals and at RR of 1 second. RESULTS: The median (difference between 75th and 25th percentile) of the curvature parameter was 0.226 (2.39) for QT/RR and -0.002 (3.64) for Tpe/RR in the overall sample. For the QT/RR slope, these values were 0.170 (0.12) and 0.190 (0.10) when evaluated at RR=1 and at the averaged RR, respectively, while for the Tpe/RR slope the values were 0.016 (0.04) and 0.020 (0.04), respectively. The Tpe/RR slope showed high statistical significance for separation of SCD victims and others, particularly when evaluated at the averaged RR (median values of 0.040 vs 0.020, p=0.002), but also when evaluated at RR=1 second (0.026 vs 0.015, p=0.023). Patients with values of Tpe/RR slope above 0.042 had double incidence of SCD, for the case of the slope being evaluated at RR=1 second, and triple incidence for the case of the slope being evaluated at the averaged RR. The QT/RR slope and curvature, as well as the Tpe/RR curvature, were not different in SCD victims and in others. CONCLUSIONS: Non-linear regression models based on curvature and slope characteristics, individually obtained for each patient, were used to characterize the QT/RR and Tpe/RR relationships. Steeper Tpe/RR slopes, obtained after adjusting for the curvature parameter, were associated with higher incidence of SCD. The curvature parameter itself did not show SCD predictive value.
BACKGROUND: Previous studies investigated the QT/RR relationship by linear regressions of QT and RR intervals. However, the pattern of the QT/RR relationship is not necessarily linear. This study investigated the QT/RR and T-peak-to-end (Tpe)/RR curvatures and corresponding slopes in chronic heart failure (CHF) patients, and studied their differences between sudden cardiac death (SCD) victims and others. METHODS: Holter ECG recordings of 650 CHF patients were analyzed. RR, QT and Tpe series were obtained and for each patient, the data of each subject were fitted with a non-linear regression function of the form: QT=χ+ϕ(1-RR(γ)), where γ is the QT/RR curvature. The same regression formula was applied to the Tpe interval series. The slopes (dimensionless units) were calculated at the averaged RR intervals and at RR of 1 second. RESULTS: The median (difference between 75th and 25th percentile) of the curvature parameter was 0.226 (2.39) for QT/RR and -0.002 (3.64) for Tpe/RR in the overall sample. For the QT/RR slope, these values were 0.170 (0.12) and 0.190 (0.10) when evaluated at RR=1 and at the averaged RR, respectively, while for the Tpe/RR slope the values were 0.016 (0.04) and 0.020 (0.04), respectively. The Tpe/RR slope showed high statistical significance for separation of SCD victims and others, particularly when evaluated at the averaged RR (median values of 0.040 vs 0.020, p=0.002), but also when evaluated at RR=1 second (0.026 vs 0.015, p=0.023). Patients with values of Tpe/RR slope above 0.042 had double incidence of SCD, for the case of the slope being evaluated at RR=1 second, and triple incidence for the case of the slope being evaluated at the averaged RR. The QT/RR slope and curvature, as well as the Tpe/RR curvature, were not different in SCD victims and in others. CONCLUSIONS: Non-linear regression models based on curvature and slope characteristics, individually obtained for each patient, were used to characterize the QT/RR and Tpe/RR relationships. Steeper Tpe/RR slopes, obtained after adjusting for the curvature parameter, were associated with higher incidence of SCD. The curvature parameter itself did not show SCD predictive value.
Authors: G Piccirillo; F Moscucci; R Pofi; G D'Alessandro; M Minnetti; A M Isidori; D Francomano; A Lenzi; P E Puddu; J Alexandre; D Magrì; A Aversa Journal: J Endocrinol Invest Date: 2019-03-05 Impact factor: 4.256
Authors: Julia Ramírez; Stefan van Duijvenboden; William J Young; Michele Orini; Pier D Lambiase; Patricia B Munroe; Andrew Tinker Journal: Am J Hum Genet Date: 2020-05-07 Impact factor: 11.025
Authors: Esther Pueyo; Juan Pablo Martínez; Saúl Palacios; Iwona Cygankiewicz; Antoni Bayés de Luna Journal: Sci Rep Date: 2021-10-15 Impact factor: 4.379
Authors: Julia Ramírez; Stefan van Duijvenboden; William J Young; Michele Orini; Aled R Jones; Pier D Lambiase; Patricia B Munroe; Andrew Tinker Journal: JRSM Cardiovasc Dis Date: 2021-06-12
Authors: Julia Ramírez; Michele Orini; Ana Mincholé; Violeta Monasterio; Iwona Cygankiewicz; Antonio Bayés de Luna; Juan Pablo Martínez; Pablo Laguna; Esther Pueyo Journal: PLoS One Date: 2017-10-11 Impact factor: 3.240