Author Contributions
Conceptualization, M.L.; methodology, M.L. and V.T.; software, V.T.; validation, M.L. and V.T.; formal analysis, V.T.; investigation, M.L.; resources, S.F.; data curation, S.F.; writing—original draft preparation, M.L.; writing—review and editing, M.L., V.T. and S.F.; visualization, V.T.; supervision, S.F.; project administration, S.F.; funding acquisition, S.F. All authors have read and agreed to the published version of the manuscript.
Figure 1.
Regional displacement and strain by myocardial level. Bar chart illustrating basal, mid, and apical displacement (mm, positive values) and strain (%, negative values) in patients with amyloidosis (red/pink) compared with controls (blue/light blue). Both displacement and strain were significantly lower in amyloidosis across all myocardial levels, with relative preservation at the apex consistent with the apical sparing pattern.
Figure 1.
Regional displacement and strain by myocardial level. Bar chart illustrating basal, mid, and apical displacement (mm, positive values) and strain (%, negative values) in patients with amyloidosis (red/pink) compared with controls (blue/light blue). Both displacement and strain were significantly lower in amyloidosis across all myocardial levels, with relative preservation at the apex consistent with the apical sparing pattern.
Figure 2.
Progressive impairment of longitudinal displacement and strain in cardiac amyloidosis. Panels (A–D) show longitudinal displacement (mm); panels (E–H) show longitudinal strain (%), all derived from apical 4-, 2-, and 3-chamber views. (A,E) are from a control subject; (B–D,F–H) illustrate cardiac amyloidosis with increasing mechanical impairment. Color bars at right indicate magnitude (displacement row: higher values toward lilac; strain row: more negative strain toward darker red). Numbers denote segmental values. Scales differ between rows (displacement 0–18 mm; strain 0 to –20%); for strain, more negative values indicate greater shortening. Abbreviations: ANT = anterior, SEPT = septal, LAT = lateral, POST = posterior. In the control map (A), a prominent outer lilac ring denotes brisk basal displacement. With amyloidosis progression, the displacement maps show a stepwise loss of basal motion: first, the lilac outer band disappears (B), then the blue bands (C), and subsequently the green band (D), leaving only low-amplitude motion centered near the apex. The strain maps mirror this deterioration: compared with the control (E), strain is progressively reduced in amyloidosis (F–G), and in advanced disease, the zone of reduced absolute motion extends toward the apex, leading to further attenuation of apical strain (H).
Figure 2.
Progressive impairment of longitudinal displacement and strain in cardiac amyloidosis. Panels (A–D) show longitudinal displacement (mm); panels (E–H) show longitudinal strain (%), all derived from apical 4-, 2-, and 3-chamber views. (A,E) are from a control subject; (B–D,F–H) illustrate cardiac amyloidosis with increasing mechanical impairment. Color bars at right indicate magnitude (displacement row: higher values toward lilac; strain row: more negative strain toward darker red). Numbers denote segmental values. Scales differ between rows (displacement 0–18 mm; strain 0 to –20%); for strain, more negative values indicate greater shortening. Abbreviations: ANT = anterior, SEPT = septal, LAT = lateral, POST = posterior. In the control map (A), a prominent outer lilac ring denotes brisk basal displacement. With amyloidosis progression, the displacement maps show a stepwise loss of basal motion: first, the lilac outer band disappears (B), then the blue bands (C), and subsequently the green band (D), leaving only low-amplitude motion centered near the apex. The strain maps mirror this deterioration: compared with the control (E), strain is progressively reduced in amyloidosis (F–G), and in advanced disease, the zone of reduced absolute motion extends toward the apex, leading to further attenuation of apical strain (H).
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Figure 3.
Correlation of global longitudinal displacement (GLD) and global longitudinal strain (GLS) with diastolic function (E/E′) and NYHA class. (A) GLD (top) shows a significant inverse correlation with E/E′ (r = −0.38, p = 0.008). GLS (bottom, signed values) shows a significant positive correlation with E/E′ (r = +0.41, p = 0.004), indicating that as filling pressures rise, strain magnitude becomes less negative (i.e., worsens). (B) GLD (top) is modestly inversely correlated with NYHA class (r = −0.32, p = 0.028). GLS (bottom, signed values) is modestly positively correlated with NYHA class (r = +0.37, p = 0.010), reflecting lower strain magnitude with worse functional status. Points are individual subjects; black dashed lines are least-squares fits. Together, these associations support the physiological link between impaired longitudinal mechanics and elevated filling pressures/clinical severity in cardiac amyloidosis.
Figure 3.
Correlation of global longitudinal displacement (GLD) and global longitudinal strain (GLS) with diastolic function (E/E′) and NYHA class. (A) GLD (top) shows a significant inverse correlation with E/E′ (r = −0.38, p = 0.008). GLS (bottom, signed values) shows a significant positive correlation with E/E′ (r = +0.41, p = 0.004), indicating that as filling pressures rise, strain magnitude becomes less negative (i.e., worsens). (B) GLD (top) is modestly inversely correlated with NYHA class (r = −0.32, p = 0.028). GLS (bottom, signed values) is modestly positively correlated with NYHA class (r = +0.37, p = 0.010), reflecting lower strain magnitude with worse functional status. Points are individual subjects; black dashed lines are least-squares fits. Together, these associations support the physiological link between impaired longitudinal mechanics and elevated filling pressures/clinical severity in cardiac amyloidosis.
Figure 4.
Diagnostic performance of displacement and strain by ROC analysis. Panels show receiver-operating characteristic (ROC) curves for global displacement (A), global longitudinal strain (B), basal displacement (C), basal strain (D), mid displacement (E), mid strain (F), apical displacement (G), and apical strain (H). Green markers indicate optimal diagnostic thresholds (Youden index). ROC curves for GLD and basal displacement nearly overlap in the upper-left corner, indicating high diagnostic accuracy. AUC = area under the curve. The dashed diagonal line represents the reference line of no discrimination (AUC = 0.5).
Figure 4.
Diagnostic performance of displacement and strain by ROC analysis. Panels show receiver-operating characteristic (ROC) curves for global displacement (A), global longitudinal strain (B), basal displacement (C), basal strain (D), mid displacement (E), mid strain (F), apical displacement (G), and apical strain (H). Green markers indicate optimal diagnostic thresholds (Youden index). ROC curves for GLD and basal displacement nearly overlap in the upper-left corner, indicating high diagnostic accuracy. AUC = area under the curve. The dashed diagonal line represents the reference line of no discrimination (AUC = 0.5).
Figure 5.
Bland–Altman plots for reproducibility of global measurements. (A) Reproducibility of global displacement, Inter-observer agreement (ML vs. VT). (B) Reproducibility of global displacement, Intra-observer agreement (ML). (C) Reproducibility of global strain, Inter-observer agreement (ML vs. VT). (D) Reproducibility of global strain, Intra-observer agreement (ML). Each plot shows the mean of the two measurements on the x-axis and their difference on the y-axis. The red dashed line indicates the bias (mean difference), and the blue dashed lines represent the 95% limits of agreement (bias ± 1.96 SD).
Figure 5.
Bland–Altman plots for reproducibility of global measurements. (A) Reproducibility of global displacement, Inter-observer agreement (ML vs. VT). (B) Reproducibility of global displacement, Intra-observer agreement (ML). (C) Reproducibility of global strain, Inter-observer agreement (ML vs. VT). (D) Reproducibility of global strain, Intra-observer agreement (ML). Each plot shows the mean of the two measurements on the x-axis and their difference on the y-axis. The red dashed line indicates the bias (mean difference), and the blue dashed lines represent the 95% limits of agreement (bias ± 1.96 SD).
Figure 6.
Mechanistic explanation of apical sparing using absolute displacement versus relative strain.
Figure 6.
Mechanistic explanation of apical sparing using absolute displacement versus relative strain.
Table 1.
General characteristics of patients with cardiac amyloidosis (Group 1) and controls (Group 2).
Table 1.
General characteristics of patients with cardiac amyloidosis (Group 1) and controls (Group 2).
| Variable | Group 1 | Group 2 | p-Value |
|---|
| Patients, n | 24 | 24 | 1.0 |
| Male sex, n (%) | 20 (83.3) | 20 (83.3) | 1.0 |
| Age, years | 84.8 ± 5 | 82.6 ± 8 | 0.3 |
| Atrial Fibrillation during echocardiography, n (%) | 10 (41.7) | 10 (41.7) | 1.0 |
| Weight, kg | 71.1 ± 11.1 | 77.4 ± 14.6 | 0.1 |
| Height, cm | 166.3 ± 9.2 | 169.7 ± 7.6 | 0.2 |
| BMI, kg/m2 | 25.5 ± 3 | 26.8 ± 4.4 | 0.3 |
| BSA, m2 | 1.8 ± 0.2 | 1.9 ± 0.2 | 0.1 |
| Hypertension, n (%) | 17 (70.8) | 20 (83.3) | 0.4 |
| Diabetes mellitus, n (%) | 9 (37.5) | 9 (37.5) | 1.0 |
| Chronic kidney disease, n (%) | 15 (62.5) | 10 (41.7) | 0.9 |
| Ischemic heart disease, n (%) | 6 (25.0) | 6 (25.0) | 1.0 |
| Chronic pulmonary disease, n (%) | 6 (25.0) | 9 (37.5) | 0.6 |
| History of atrial fibrillation, n (%) | 16 (66.7) | 14 (58.3) | 0.8 |
| Malignancy, n (%) | 5 (20.8) | 9 (37.5) | 0.4 |
| NYHA, functional class | 2.8 ± 0.5 | 2.3 ± 0.8 | 0.05 |
Table 2.
Echocardiographic characteristics of patients with cardiac amyloidosis (Group 1) and controls (Group 2).
Table 2.
Echocardiographic characteristics of patients with cardiac amyloidosis (Group 1) and controls (Group 2).
| Variable | Group 1 | Group 2 | p-Value |
|---|
| Heart rate, beats/min | 72 ± 12.6 | 75.4 ± 14.0 | 0.4 |
| Ejection fraction, % | 53.8 ± 7.3 | 55.3 ± 4.0 | 0.37 |
| Left ventricular mass index, g/m2 | 145.0 ± 30.1 | 115.2 ± 63.8 | <0.05 |
| Regional wall thickness | 0.66 ± 0.13 | 0.47 ± 0.06 | <0.0001 |
| Interventricular thickness, cm | 1.7 ± 0.3 | 1.4 ± 0.3 | <0.0001 |
| Posterior wall thickness, cm | 1.3 ± 0.2 | 1.1 ± 0.2 | <0.0001 |
| Left ventricle end diastolic diameter, cm | 4.2 ± 0.5 | 4.6 ± 0.7 | 0.03 |
| Left ventricle end systolic diameter, cm | 2.7 ± 0.5 | 2.8 ± 0.6 | 0.6 |
| E/E′ | 20.1 ± 8.4 | 14.7 ± 7.1 | 0.02 |
| E deceleration, msec | 189.2 ± 53.5 | 190.9 ± 65.5 | 0.9 |
| Left atrial volume index, mL/m2 | 54.9 ± 15.8 | 53.8 ± 25.9 | 0.9 |
| Tricuspid annulus peak systolic velocity, cm/s | 1.5 ± 0.4 | 2.1 ± 0.4 | <0.0001 |
| Pulmonary artery pressure, mm Hg | 44.6 ± 15.3 | 41.7 ± 11.5 | 0.5 |
| Global longitudinal strain, % | −10.2 ± 2.6 | −20.1 ± 2.4 | <0.0001 |
| Global longitudinal displacement, mm | 6.6 ± 1.9 | 11.9 ± 1.4 | <0.0001 |
Table 3.
Regional displacement and strain values in patients with cardiac amyloidosis (Group 1) and controls (Group 2).
Table 3.
Regional displacement and strain values in patients with cardiac amyloidosis (Group 1) and controls (Group 2).
| Segment | Variable | Group 1 | Group 2 | p-Value | Group 1 | Group 2 | p-Value |
|---|
| Displacement | Strain |
|---|
| Basal segments | Antero-septal | 6.6 ± 4.1 | 14.1 ± 3.4 | <0.0001 | −6.8 ± 4.0 | −15.7 ± 3.6 | <0.0001 |
| Septal | 6.8 ± 5.4 | 18.2 ± 4.3 | <0.0001 | −4.3 ± 2.6 | −10.9 ± 3.8 | <0.0001 |
| Inferior | 10.2 ± 3.0 | 18.9 ± 4.0 | <0.0001 | −5.6 ± 3.1 | −13.2 ± 5.1 | <0.0001 |
| Posterior | 10.8 ± 4.2 | 18.3 ± 2.8 | <0.001 | −2.8 ± 4.6 | −14.1 ± 6.2 | <0.0001 |
| Lateral | 9.7 ± 3.8 | 17.0 ± 3.8 | <0.0001 | −4.4 ± 6.0 | −14.1 ± 6.4 | <0.0001 |
| Anterior | 10.1 ± 3.8 | 15.6 ± 2.9 | 0.001 | −6.2 ± 3.7 | −13.8 ± 5.5 | <0.0001 |
| Mid-ventricular segments | Antero-septal | 4.4 ± 3.5 | 9.9 ± 3.4 | <0.0001 | −11.3 ± 4.8 | −21.7 ± 3.3 | <0.0001 |
| Septal | 5.2 ± 5.0 | 14.4 ± 4.3 | <0.0001 | −8.4 ± 3.1 | −18.0 ± 3.2 | <0.0001 |
| Inferior | 8.0 ± 2.4 | 14.6 ± 3.1 | <0.0001 | −9.6 ± 3.5 | −18.3 ± 4.3 | <0.0001 |
| Posterior | 9.1 ± 4.2 | 13.3 ± 2.6 | <0.001 | −7.6 ± 3.5 | −18.2 ± 3.8 | <0.0001 |
| Lateral | 7.8 ± 3.4 | 12.1 ± 3.3 | <0.0001 | −9.2 ± 4.8 | −17.7 ± 6.5 | <0.0001 |
| Anterior | 7.6 ± 3.9 | 11.1 ± 2.8 | <0.001 | −10.6 ± 3.3 | −18.3 ± 5.5 | <0.0001 |
| Apical segments | Septal | 1.7 ± 2.4 | 4.9 ± 3.3 | <0.001 | −15.6 ± 5.2 | −29.6 ± 3.7 | <0.0001 |
| Inferior | 3.7 ± 1.4 | 6.0 ± 1.8 | <0.0001 | −16.6 ± 5.1 | −28.3 ± 3.7 | <0.0001 |
| Lateral | 4.1 ± 2.9 | 4.9 ± 2.3 | 0.3 | −15.1 ± 4.4 | −27.2 ± 4.1 | <0.0001 |
| Anterior | 2.4 ± 2.5 | 4.0 ± 1.9 | <0.02 | −16.8 ± 4.9 | −28.5 ± 4.3 | <0.0001 |
| Apex | 3.1 ± 1.4 | 5.0 ± 0.8 | <0.0001 | −15.8 ± 4.4 | −25.9 ± 11.8 | <0.001 |
Table 4.
Displacement and strain in basal, mid-ventricular, and apical segments in patients with cardiac amyloidosis (Group 1) and controls (Group 2).
Table 4.
Displacement and strain in basal, mid-ventricular, and apical segments in patients with cardiac amyloidosis (Group 1) and controls (Group 2).
| Segment | Displacement (mm) | Strain (%) |
|---|
| Group 1 | Group 2 | p Value | Group 1 | Group 2 | p Value |
|---|
| Basal | 9.0 ± 4.4 | 17.0 ± 3.9 | <0.0001 | −5.0 ± 4.3 | −13.6 ± 5.4 | <0.0001 |
| Mid-ventricle | 7.0 ± 4.2 | 12.6 ± 3.7 | <0.0001 | −9.4 ± 4.1 | −18.7 ± 4.8 | <0.0001 |
| Apical | 3.0 ± 2.4 | 5.0 ± 2.3 | <0.0001 | −16.0 ± 4.8 | −27.9 ± 6.5 | <0.0001 |
Table 5.
Significance of displacement and strain across left ventricular levels in patients with cardiac amyloidosis (Group 1) and controls (Group 2).
Table 5.
Significance of displacement and strain across left ventricular levels in patients with cardiac amyloidosis (Group 1) and controls (Group 2).
| Segments | Basal | Mid-Ventricle | Apex | P1 | P2 |
|---|
| Displacement Group 1 | 9.0 ± 4.4 | 7.0 ± 4.2 | 3.0 ± 2.4 | <0.0001 | <0.0001 |
| Displacement Group 2 | 17.0 ± 3.9 | 12.6 ± 3.7 | 5.0 ± 2.3 | <0.0001 | <0.0001 |
| Strain Group 1 | −5.0 ± 4.3 | −9.4 ± 4.1 | −16.0 ± 4.8 | <0.0001 | <0.0001 |
| Strain Group 2 | −13.6 ± 5.4 | −18.7 ± 4.8 | −27.9 ± 6.5 | <0.0001 | <0.0001 |
Table 6.
Correlations of global longitudinal displacement (GLD) and global longitudinal strain (GLS) with clinical and echocardiographic parameters.
Table 6.
Correlations of global longitudinal displacement (GLD) and global longitudinal strain (GLS) with clinical and echocardiographic parameters.
| Metric | Variable | Pearson r | p-Value | Spearman ρ | p-Value |
|---|
| GLD | NYHA | –0.33 | 0.028 | –0.31 | 0.034 |
| GLS | NYHA | 0.37 | 0.010 | 0.39 | 0.007 |
| GLD | E/E′ | –0.38 | 0.008 | –0.34 | 0.017 |
| GLS | E/E′ | –0.41 | 0.004 | –0.36 | 0.013 |
| GLD | LAVi | –0.07 | 0.62 | –0.16 | 0.27 |
| GLS | LAVi | –0.07 | 0.63 | –0.15 | 0.3 |
| GLD | PAP | –0.14 | 0.36 | –0.18 | 0.21 |
| GLS | PAP | –0.11 | 0.49 | –0.14 | 0.38 |
Table 7.
Receiver Operating Characteristic (ROC) analysis in patients with amyloidosis and in controls.
Table 7.
Receiver Operating Characteristic (ROC) analysis in patients with amyloidosis and in controls.
| Measure | Threshold | Sensitivity | Specificity | Accuracy | AUC (95% CI) | n Amyloidosis | n Controls | n Total |
|---|
| GLD, mm | 8.8 | 100.0% | 100.0% | 100.0% | 1.000–1.000 | 24 | 24 | 48 |
| GLS, %, abs | 15.8 | 100.0% | 96.2% | 98.0% | 0.983–1.000 | 24 | 24 | 48 |
| Basal Displacement, mm | 13.2 | 100.0% | 100.0% | 100.0% | 1.000–1.000 | 24 | 24 | 48 |
| Basal Strain, %, abs | 10 | 95.8% | 96.2% | 96.0% | 0.920–1.000 | 24 | 24 | 48 |
| Mid Displacement, mm | 9.5 | 100.0% | 100.0% | 100.0% | 1.000–1.000 | 24 | 24 | 48 |
| Mid Strain, %, abs | 14.2 | 100.0% | 92.3% | 96.0% | 0.967–1.000 | 24 | 24 | 48 |
| Apical Displacement, mm | 4.2 | 91.7% | 84.6% | 88.0% | 0.839–0.984 | 24 | 24 | 48 |
| Apical Strain, %, abs | 23.2 | 95.8% | 92.3% | 94.0% | 0.932–1.000 | 24 | 24 | 48 |
Table 8.
Reproducibility of Strain and Displacement.
Table 8.
Reproducibility of Strain and Displacement.
| Parameter | Type | ICC | CV% | Bias ± LoA | SEM/RC |
|---|
| Global Strain, % | Inter-observer | 0.888 | 7 | −0.19 (−2.36 to +1.98) | 0.78/3.06 |
| Global Displacement, mm | Inter-observer | 0.845 | 8 | +0.06 (−1.43 to +1.55) | 0.54/2.10 |
| Global Strain, % | Intra-observer | 0.883 | 6 | −0.25 (−2.03 to +1.54) | 0.64/2.52 |
| Global Displacement, mm | Intra-observer | 0.837 | 6 | +0.12 (−0.99 to +1.22) | 0.40/1.56 |
| Basal Strain, % | Inter-observer | 0.89 | 7 | −0.19 (−2.36 to +1.98) | 0.78/3.06 |
| Mid Strain, % | Inter-observer | 0.89 | 7 | −0.02 (−1.95 to +1.91) | 0.70/2.74 |
| Apex Strain, % | Inter-observer | 0.87 | 8 | −0.32 (−2.71 to +2.07) | 0.83/3.24 |
| Basal Displacement, mm | Inter-observer | 0.88 | 7 | +0.08 (−1.69 to +1.84) | 0.64/2.50 |
| Mid Displacement, mm | Inter-observer | 0.83 | 8 | +0.15 (−1.47 to +1.77) | 0.58/2.29 |
| Apex Displacement, mm | Inter-observer | 0.78 | 11 | +0.14 (−0.68 to +0.96) | 0.29/1.15 |
| Basal Strain, % | Intra-observer | 0.88 | 6 | −0.25 (−2.03 to +1.54) | 0.64/2.52 |
| Mid Strain, % | Intra-observer | 0.89 | 7 | −0.31 (−2.08 to +1.47) | 0.64/2.52 |
| Apex Strain, % | Intra-observer | 0.86 | 7 | −0.46 (−2.84 to +1.92) | 0.85/3.32 |
| Basal Displacement, mm | Intra-observer | 0.88 | 7 | +0.08 (−1.69 to +1.84) | 0.64/2.50 |
| Mid Displacement, mm | Intra-observer | 0.83 | 9 | +0.17 (−1.60 to +1.94) | 0.64/2.51 |
| Apex Displacement, mm | Intra-observer | 0.79 | 10 | +0.12 (−0.66 to +0.90) | 0.27/1.08 |