Table 3

Original development study, external validation studies, and additional calculator refinements

Pts (n)Pts with ICD at baseline (n/%)Follow-up (years)Total events (n/%)ICD shocks (n/%)FindingsComments
Original development study
Cadrin-Tourigny et al.6 (2019)528218 (41.3)4.83 (2.44–9.33)146 (27.7)102 (19.3)Overall C statistic: 0.77 (0.73–0.81)Development of the ARVC risk calculator
External validation studies
Casella et al.32 (2020)8254 (65.9)5.41 (2.59–8.37)28 (34.1)23 (28.0)Good performance of risk calculator in classic ARVC formsRisk calculator underpredicts risk in BiV/LD forms
Gasperetti et al.57 (2020)207 (35.0)5.3 (3.2–6.6)6 (30.0)5 (25.0)Good performance of risk calculator in ARVC patients with a high exercise exposureVery high-end endurance athlete cohort
Aquaro et al.41 (2020)14051 (36.4)5.0 (2.0–8.0)48 (34)33 (23.6)Good performance of risk calculator in classic ARVC formsMix of primary/secondary prevention pts; risk calculator underpredicts risk in BiV/LD forms
Baudinaud et al.53 (2021)1151 (0.9)7.8 (6.1–9.7)15 (13.0)2 (1.7)C statistic: 0.84 (0.74–0.93)Risk overestimation for low risk patients
Zhang et al.54 (2022)8870 (79.5)3.9 (1.6–6.9)57 (64.8)57 (64.8)Overall C statistic: 0.681 (0.567–0.796)Mix of primary and secondary prevention pts
Primary prevention C statistic: 0.833 (0.615–1.000)
Secondary prevention C statistic: 0.640 (0.510–0.770)
Protonotarios et al.26 (2022)554263 (47.5)6.0 (3.1–12.5)100 (18.1)52 (9.3)Overall C statistic: 0.75 (0.70–0.81)Significant impact of genotype on risk calculator performance
Gene-positive C statistic: 0.82 (0.76–0.88)
Gene-elusive C statistic: 0.65 (0.57–0.74)
PKP-2 C statistic: 0.83 (0.75–0.91)
DSP C statistic: 0.80 (0.53–0.96)
Jordà et al55 (2022)429175 (40.8)5.02 (2.05–7.90)103 (24)61 (14.2)C statistic: 0.70 (0.65–0.75)Main validation study
Additional calculator refinements
Bosman et al.27 (2022)176N/A5.4 (2.7–9.7)53 (30.1)40 (22.7)C statistic: 0.77 (0.71–0.84)No need for exercise correction in the risk calculator estimates
Gasperetti et al.33 (2022)28878 (27.1)5.31 (2.89–10.17)120 (41.7)89 (30.9)Integrated C statistic of risk calculator + PVS: 0.75Maximal benefit of PVS in moderate risk patients (<25% 5-year predicted risk) for ICD exclusion
Bourfiss et al.40 (2022)13268 (51.5)4.3 (2.0–7.9)25 (19.0)22 (16.7)C statistic Risk Calc: 0.76 (0.63–0.90)Inclusion of CMR derived LV global and septal circumferential strain does not improve the model
Integrated C statistic risk calc + LV strain: 0.82 (0.72–0.92)
Pts (n)Pts with ICD at baseline (n/%)Follow-up (years)Total events (n/%)ICD shocks (n/%)FindingsComments
Original development study
Cadrin-Tourigny et al.6 (2019)528218 (41.3)4.83 (2.44–9.33)146 (27.7)102 (19.3)Overall C statistic: 0.77 (0.73–0.81)Development of the ARVC risk calculator
External validation studies
Casella et al.32 (2020)8254 (65.9)5.41 (2.59–8.37)28 (34.1)23 (28.0)Good performance of risk calculator in classic ARVC formsRisk calculator underpredicts risk in BiV/LD forms
Gasperetti et al.57 (2020)207 (35.0)5.3 (3.2–6.6)6 (30.0)5 (25.0)Good performance of risk calculator in ARVC patients with a high exercise exposureVery high-end endurance athlete cohort
Aquaro et al.41 (2020)14051 (36.4)5.0 (2.0–8.0)48 (34)33 (23.6)Good performance of risk calculator in classic ARVC formsMix of primary/secondary prevention pts; risk calculator underpredicts risk in BiV/LD forms
Baudinaud et al.53 (2021)1151 (0.9)7.8 (6.1–9.7)15 (13.0)2 (1.7)C statistic: 0.84 (0.74–0.93)Risk overestimation for low risk patients
Zhang et al.54 (2022)8870 (79.5)3.9 (1.6–6.9)57 (64.8)57 (64.8)Overall C statistic: 0.681 (0.567–0.796)Mix of primary and secondary prevention pts
Primary prevention C statistic: 0.833 (0.615–1.000)
Secondary prevention C statistic: 0.640 (0.510–0.770)
Protonotarios et al.26 (2022)554263 (47.5)6.0 (3.1–12.5)100 (18.1)52 (9.3)Overall C statistic: 0.75 (0.70–0.81)Significant impact of genotype on risk calculator performance
Gene-positive C statistic: 0.82 (0.76–0.88)
Gene-elusive C statistic: 0.65 (0.57–0.74)
PKP-2 C statistic: 0.83 (0.75–0.91)
DSP C statistic: 0.80 (0.53–0.96)
Jordà et al55 (2022)429175 (40.8)5.02 (2.05–7.90)103 (24)61 (14.2)C statistic: 0.70 (0.65–0.75)Main validation study
Additional calculator refinements
Bosman et al.27 (2022)176N/A5.4 (2.7–9.7)53 (30.1)40 (22.7)C statistic: 0.77 (0.71–0.84)No need for exercise correction in the risk calculator estimates
Gasperetti et al.33 (2022)28878 (27.1)5.31 (2.89–10.17)120 (41.7)89 (30.9)Integrated C statistic of risk calculator + PVS: 0.75Maximal benefit of PVS in moderate risk patients (<25% 5-year predicted risk) for ICD exclusion
Bourfiss et al.40 (2022)13268 (51.5)4.3 (2.0–7.9)25 (19.0)22 (16.7)C statistic Risk Calc: 0.76 (0.63–0.90)Inclusion of CMR derived LV global and septal circumferential strain does not improve the model
Integrated C statistic risk calc + LV strain: 0.82 (0.72–0.92)
Table 3

Original development study, external validation studies, and additional calculator refinements

Pts (n)Pts with ICD at baseline (n/%)Follow-up (years)Total events (n/%)ICD shocks (n/%)FindingsComments
Original development study
Cadrin-Tourigny et al.6 (2019)528218 (41.3)4.83 (2.44–9.33)146 (27.7)102 (19.3)Overall C statistic: 0.77 (0.73–0.81)Development of the ARVC risk calculator
External validation studies
Casella et al.32 (2020)8254 (65.9)5.41 (2.59–8.37)28 (34.1)23 (28.0)Good performance of risk calculator in classic ARVC formsRisk calculator underpredicts risk in BiV/LD forms
Gasperetti et al.57 (2020)207 (35.0)5.3 (3.2–6.6)6 (30.0)5 (25.0)Good performance of risk calculator in ARVC patients with a high exercise exposureVery high-end endurance athlete cohort
Aquaro et al.41 (2020)14051 (36.4)5.0 (2.0–8.0)48 (34)33 (23.6)Good performance of risk calculator in classic ARVC formsMix of primary/secondary prevention pts; risk calculator underpredicts risk in BiV/LD forms
Baudinaud et al.53 (2021)1151 (0.9)7.8 (6.1–9.7)15 (13.0)2 (1.7)C statistic: 0.84 (0.74–0.93)Risk overestimation for low risk patients
Zhang et al.54 (2022)8870 (79.5)3.9 (1.6–6.9)57 (64.8)57 (64.8)Overall C statistic: 0.681 (0.567–0.796)Mix of primary and secondary prevention pts
Primary prevention C statistic: 0.833 (0.615–1.000)
Secondary prevention C statistic: 0.640 (0.510–0.770)
Protonotarios et al.26 (2022)554263 (47.5)6.0 (3.1–12.5)100 (18.1)52 (9.3)Overall C statistic: 0.75 (0.70–0.81)Significant impact of genotype on risk calculator performance
Gene-positive C statistic: 0.82 (0.76–0.88)
Gene-elusive C statistic: 0.65 (0.57–0.74)
PKP-2 C statistic: 0.83 (0.75–0.91)
DSP C statistic: 0.80 (0.53–0.96)
Jordà et al55 (2022)429175 (40.8)5.02 (2.05–7.90)103 (24)61 (14.2)C statistic: 0.70 (0.65–0.75)Main validation study
Additional calculator refinements
Bosman et al.27 (2022)176N/A5.4 (2.7–9.7)53 (30.1)40 (22.7)C statistic: 0.77 (0.71–0.84)No need for exercise correction in the risk calculator estimates
Gasperetti et al.33 (2022)28878 (27.1)5.31 (2.89–10.17)120 (41.7)89 (30.9)Integrated C statistic of risk calculator + PVS: 0.75Maximal benefit of PVS in moderate risk patients (<25% 5-year predicted risk) for ICD exclusion
Bourfiss et al.40 (2022)13268 (51.5)4.3 (2.0–7.9)25 (19.0)22 (16.7)C statistic Risk Calc: 0.76 (0.63–0.90)Inclusion of CMR derived LV global and septal circumferential strain does not improve the model
Integrated C statistic risk calc + LV strain: 0.82 (0.72–0.92)
Pts (n)Pts with ICD at baseline (n/%)Follow-up (years)Total events (n/%)ICD shocks (n/%)FindingsComments
Original development study
Cadrin-Tourigny et al.6 (2019)528218 (41.3)4.83 (2.44–9.33)146 (27.7)102 (19.3)Overall C statistic: 0.77 (0.73–0.81)Development of the ARVC risk calculator
External validation studies
Casella et al.32 (2020)8254 (65.9)5.41 (2.59–8.37)28 (34.1)23 (28.0)Good performance of risk calculator in classic ARVC formsRisk calculator underpredicts risk in BiV/LD forms
Gasperetti et al.57 (2020)207 (35.0)5.3 (3.2–6.6)6 (30.0)5 (25.0)Good performance of risk calculator in ARVC patients with a high exercise exposureVery high-end endurance athlete cohort
Aquaro et al.41 (2020)14051 (36.4)5.0 (2.0–8.0)48 (34)33 (23.6)Good performance of risk calculator in classic ARVC formsMix of primary/secondary prevention pts; risk calculator underpredicts risk in BiV/LD forms
Baudinaud et al.53 (2021)1151 (0.9)7.8 (6.1–9.7)15 (13.0)2 (1.7)C statistic: 0.84 (0.74–0.93)Risk overestimation for low risk patients
Zhang et al.54 (2022)8870 (79.5)3.9 (1.6–6.9)57 (64.8)57 (64.8)Overall C statistic: 0.681 (0.567–0.796)Mix of primary and secondary prevention pts
Primary prevention C statistic: 0.833 (0.615–1.000)
Secondary prevention C statistic: 0.640 (0.510–0.770)
Protonotarios et al.26 (2022)554263 (47.5)6.0 (3.1–12.5)100 (18.1)52 (9.3)Overall C statistic: 0.75 (0.70–0.81)Significant impact of genotype on risk calculator performance
Gene-positive C statistic: 0.82 (0.76–0.88)
Gene-elusive C statistic: 0.65 (0.57–0.74)
PKP-2 C statistic: 0.83 (0.75–0.91)
DSP C statistic: 0.80 (0.53–0.96)
Jordà et al55 (2022)429175 (40.8)5.02 (2.05–7.90)103 (24)61 (14.2)C statistic: 0.70 (0.65–0.75)Main validation study
Additional calculator refinements
Bosman et al.27 (2022)176N/A5.4 (2.7–9.7)53 (30.1)40 (22.7)C statistic: 0.77 (0.71–0.84)No need for exercise correction in the risk calculator estimates
Gasperetti et al.33 (2022)28878 (27.1)5.31 (2.89–10.17)120 (41.7)89 (30.9)Integrated C statistic of risk calculator + PVS: 0.75Maximal benefit of PVS in moderate risk patients (<25% 5-year predicted risk) for ICD exclusion
Bourfiss et al.40 (2022)13268 (51.5)4.3 (2.0–7.9)25 (19.0)22 (16.7)C statistic Risk Calc: 0.76 (0.63–0.90)Inclusion of CMR derived LV global and septal circumferential strain does not improve the model
Integrated C statistic risk calc + LV strain: 0.82 (0.72–0.92)
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