Uni-and multivariable analysis by logistic regression for the identification of SR in HTxs
SR (n = 23) . | Univariable analysis . | Model 1 . | Model 2 . | Model 3 . | ||||
---|---|---|---|---|---|---|---|---|
OR . | P-value . | OR . | P-value . | OR . | P-value . | OR . | P-value . | |
Demographics | ||||||||
Age at CMR | 0.97 (0.93–1.01) | 0.13 | ||||||
Male | 0.38 (0.10–1.51) | 0.17 | ||||||
BMI | 1.02 (0.89–1.16) | 0.80 | ||||||
Serum examinations | ||||||||
Creatinine | 1.00 (0.98–1.02) | 0.71 | ||||||
hs-cTnI | 1.00 (0.91–1.01) | 0.98 | ||||||
NT-proBNP | 1.00 (1.00–1.00) | 0.04* | 1.00 (1.00–1.00) | 0.42 | 1.00 (1.00–1.00) | 0.46 | 1.00 (1.00–1.00) | 0.99 |
CMR conventional parameters | ||||||||
Heart rate | 1.03 (0.98–1.08) | 0.24 | ||||||
LV ESV | 1.00 (0.99–1.02) | 0.70 | ||||||
LV EDV | 1.00 (0.99–1.01) | 0.90 | ||||||
LV EDVi | 1.00 (0.98–1.03) | 0.67 | ||||||
LV EF | 0.96 (0.92–1.01) | 0.09 | ||||||
CO | 0.84 (0.60–1.18) | 0.31 | ||||||
CMR LV strain | ||||||||
GRS | 0.94 (0.87–1.00) | 0.07 | ||||||
GCS | 0.86 (0.73–1.01) | 0.06 | ||||||
GLS | 0.69 (0.55–0.87) | 0.00** | 0.69 (0.55–0.87) | 0.00* | 0.76 (0.59–0.98) | 0.03* | ||
CMR tissue parameters | ||||||||
Native T1 | 1.01 (1.00–1.02) | 0.01* | 1.01 (0.99–1.02) | 0.08 | 1.01 (0.99–1.02) | 0.16 | ||
ECV | 1.10 (0.99–1.22) | 0.07 | ||||||
LGE presence | 2.70 (0.78–9.35) | 0.12 | ||||||
T2 | 1.44 (1.18–1.75) | 0.00** | 1.44 (1.18–1.75) | 0.00** | 1.35 (1.10–1.65) | 0.01* |
SR (n = 23) . | Univariable analysis . | Model 1 . | Model 2 . | Model 3 . | ||||
---|---|---|---|---|---|---|---|---|
OR . | P-value . | OR . | P-value . | OR . | P-value . | OR . | P-value . | |
Demographics | ||||||||
Age at CMR | 0.97 (0.93–1.01) | 0.13 | ||||||
Male | 0.38 (0.10–1.51) | 0.17 | ||||||
BMI | 1.02 (0.89–1.16) | 0.80 | ||||||
Serum examinations | ||||||||
Creatinine | 1.00 (0.98–1.02) | 0.71 | ||||||
hs-cTnI | 1.00 (0.91–1.01) | 0.98 | ||||||
NT-proBNP | 1.00 (1.00–1.00) | 0.04* | 1.00 (1.00–1.00) | 0.42 | 1.00 (1.00–1.00) | 0.46 | 1.00 (1.00–1.00) | 0.99 |
CMR conventional parameters | ||||||||
Heart rate | 1.03 (0.98–1.08) | 0.24 | ||||||
LV ESV | 1.00 (0.99–1.02) | 0.70 | ||||||
LV EDV | 1.00 (0.99–1.01) | 0.90 | ||||||
LV EDVi | 1.00 (0.98–1.03) | 0.67 | ||||||
LV EF | 0.96 (0.92–1.01) | 0.09 | ||||||
CO | 0.84 (0.60–1.18) | 0.31 | ||||||
CMR LV strain | ||||||||
GRS | 0.94 (0.87–1.00) | 0.07 | ||||||
GCS | 0.86 (0.73–1.01) | 0.06 | ||||||
GLS | 0.69 (0.55–0.87) | 0.00** | 0.69 (0.55–0.87) | 0.00* | 0.76 (0.59–0.98) | 0.03* | ||
CMR tissue parameters | ||||||||
Native T1 | 1.01 (1.00–1.02) | 0.01* | 1.01 (0.99–1.02) | 0.08 | 1.01 (0.99–1.02) | 0.16 | ||
ECV | 1.10 (0.99–1.22) | 0.07 | ||||||
LGE presence | 2.70 (0.78–9.35) | 0.12 | ||||||
T2 | 1.44 (1.18–1.75) | 0.00** | 1.44 (1.18–1.75) | 0.00** | 1.35 (1.10–1.65) | 0.01* |
Due to the limitation of the SR sample size (n = 23) and statistical power, we limited each model to three variables (respecting the 1:10 rule).
SR, significant acute cardiac allograft rejection = ACR grade ≥2R and/or AMR grade ≥ pAMR1; CMR, cardiac magnetic resonance imaging; BMI, body mass index; hs-cTnI, high-sensitivity cardiac troponin I; NT-proBNP, N-terminal pro-brain natriuretic peptide; LV, left ventricular; ESV, end-systolic volume; EDV, end-diastolic volume; EDVi, end-diastolic volume index; EF, ejection fraction; CO, cardiac output; GRS, global radial strain; GCS, global circumferential strain; GLS, global longitudinal strain; ECV, extracellular volume; LGE, late gadolinium enhancement; Model 1, NT-proBNP, LV GLS, and native T1; Model 2, NT-proBNP, native T1, and T2; Model 3, NT-proBNP, LV GLS, and T2.
*P < 0.05; **P < 0.001.
Uni-and multivariable analysis by logistic regression for the identification of SR in HTxs
SR (n = 23) . | Univariable analysis . | Model 1 . | Model 2 . | Model 3 . | ||||
---|---|---|---|---|---|---|---|---|
OR . | P-value . | OR . | P-value . | OR . | P-value . | OR . | P-value . | |
Demographics | ||||||||
Age at CMR | 0.97 (0.93–1.01) | 0.13 | ||||||
Male | 0.38 (0.10–1.51) | 0.17 | ||||||
BMI | 1.02 (0.89–1.16) | 0.80 | ||||||
Serum examinations | ||||||||
Creatinine | 1.00 (0.98–1.02) | 0.71 | ||||||
hs-cTnI | 1.00 (0.91–1.01) | 0.98 | ||||||
NT-proBNP | 1.00 (1.00–1.00) | 0.04* | 1.00 (1.00–1.00) | 0.42 | 1.00 (1.00–1.00) | 0.46 | 1.00 (1.00–1.00) | 0.99 |
CMR conventional parameters | ||||||||
Heart rate | 1.03 (0.98–1.08) | 0.24 | ||||||
LV ESV | 1.00 (0.99–1.02) | 0.70 | ||||||
LV EDV | 1.00 (0.99–1.01) | 0.90 | ||||||
LV EDVi | 1.00 (0.98–1.03) | 0.67 | ||||||
LV EF | 0.96 (0.92–1.01) | 0.09 | ||||||
CO | 0.84 (0.60–1.18) | 0.31 | ||||||
CMR LV strain | ||||||||
GRS | 0.94 (0.87–1.00) | 0.07 | ||||||
GCS | 0.86 (0.73–1.01) | 0.06 | ||||||
GLS | 0.69 (0.55–0.87) | 0.00** | 0.69 (0.55–0.87) | 0.00* | 0.76 (0.59–0.98) | 0.03* | ||
CMR tissue parameters | ||||||||
Native T1 | 1.01 (1.00–1.02) | 0.01* | 1.01 (0.99–1.02) | 0.08 | 1.01 (0.99–1.02) | 0.16 | ||
ECV | 1.10 (0.99–1.22) | 0.07 | ||||||
LGE presence | 2.70 (0.78–9.35) | 0.12 | ||||||
T2 | 1.44 (1.18–1.75) | 0.00** | 1.44 (1.18–1.75) | 0.00** | 1.35 (1.10–1.65) | 0.01* |
SR (n = 23) . | Univariable analysis . | Model 1 . | Model 2 . | Model 3 . | ||||
---|---|---|---|---|---|---|---|---|
OR . | P-value . | OR . | P-value . | OR . | P-value . | OR . | P-value . | |
Demographics | ||||||||
Age at CMR | 0.97 (0.93–1.01) | 0.13 | ||||||
Male | 0.38 (0.10–1.51) | 0.17 | ||||||
BMI | 1.02 (0.89–1.16) | 0.80 | ||||||
Serum examinations | ||||||||
Creatinine | 1.00 (0.98–1.02) | 0.71 | ||||||
hs-cTnI | 1.00 (0.91–1.01) | 0.98 | ||||||
NT-proBNP | 1.00 (1.00–1.00) | 0.04* | 1.00 (1.00–1.00) | 0.42 | 1.00 (1.00–1.00) | 0.46 | 1.00 (1.00–1.00) | 0.99 |
CMR conventional parameters | ||||||||
Heart rate | 1.03 (0.98–1.08) | 0.24 | ||||||
LV ESV | 1.00 (0.99–1.02) | 0.70 | ||||||
LV EDV | 1.00 (0.99–1.01) | 0.90 | ||||||
LV EDVi | 1.00 (0.98–1.03) | 0.67 | ||||||
LV EF | 0.96 (0.92–1.01) | 0.09 | ||||||
CO | 0.84 (0.60–1.18) | 0.31 | ||||||
CMR LV strain | ||||||||
GRS | 0.94 (0.87–1.00) | 0.07 | ||||||
GCS | 0.86 (0.73–1.01) | 0.06 | ||||||
GLS | 0.69 (0.55–0.87) | 0.00** | 0.69 (0.55–0.87) | 0.00* | 0.76 (0.59–0.98) | 0.03* | ||
CMR tissue parameters | ||||||||
Native T1 | 1.01 (1.00–1.02) | 0.01* | 1.01 (0.99–1.02) | 0.08 | 1.01 (0.99–1.02) | 0.16 | ||
ECV | 1.10 (0.99–1.22) | 0.07 | ||||||
LGE presence | 2.70 (0.78–9.35) | 0.12 | ||||||
T2 | 1.44 (1.18–1.75) | 0.00** | 1.44 (1.18–1.75) | 0.00** | 1.35 (1.10–1.65) | 0.01* |
Due to the limitation of the SR sample size (n = 23) and statistical power, we limited each model to three variables (respecting the 1:10 rule).
SR, significant acute cardiac allograft rejection = ACR grade ≥2R and/or AMR grade ≥ pAMR1; CMR, cardiac magnetic resonance imaging; BMI, body mass index; hs-cTnI, high-sensitivity cardiac troponin I; NT-proBNP, N-terminal pro-brain natriuretic peptide; LV, left ventricular; ESV, end-systolic volume; EDV, end-diastolic volume; EDVi, end-diastolic volume index; EF, ejection fraction; CO, cardiac output; GRS, global radial strain; GCS, global circumferential strain; GLS, global longitudinal strain; ECV, extracellular volume; LGE, late gadolinium enhancement; Model 1, NT-proBNP, LV GLS, and native T1; Model 2, NT-proBNP, native T1, and T2; Model 3, NT-proBNP, LV GLS, and T2.
*P < 0.05; **P < 0.001.
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