Online Appendix Individual cases Using the combined cardio-pulmonary and echo stress protocol we were able to recognize individual etiologies for effort intolerance. The patient shown in figure 2 had HFpEF combined with severe chrontropic incompetence and markedly reduced LV compliance. Because of the low compliance E wave deceleration time was markedly short, and even at peak exercise mitral inflow E and A waves where not fused, resulting in "wasted diastolic filling time" at peak exercise. Diminution of calcium blockers resulted in faster peak heart rate, optimal diastolic time duration, resulting in partial fusion of E and A waves at peak exercise, and improved cardiac output and peak VO2. The patient in figure 3 had severe systolic dysfunction at rest, effort dyspnea, and was referred to the combined test before consideration of left ventricular assist device. Stroke volume improved noticeably during exercise related to an increase in end diastolic volume and ejection fraction. However, the calculated A-VO2 difference was found to be low at peak exercise (0.1) although RER was normal (1.1) suggesting possible reduced extraction of oxygen at peripheral muscles due to impaired fitness. The patient underwent cardiac rehabilitation for 12 weeks (two sessions a week) with improvement of symptoms and effort capacity. Online Figure 1. (A) Normal mitral inflow E wave and A waves at rest (a) and E' (b) in a control patient at baseline and at peak exercise (c,d). Note that E/E' ratio remains below 8 throughout exercise, and the normal fused E and A waves during peak exercise. (B) A patient with HFpEF presented with effort dyspnea. At baseline E/A was 3, deceleration time was 146msec (a) and E' was 3 (b) all suggestive of severe diastolic dysfunction and markedly disturbed LV compliance at rest (restrictive physiology). At peak exercise heart rate increased only to 95 (58% of predicted), O2 pulse was 7 cc/beat (44% of predicted), VO2/kg was 8.4 cc/kg/min (25% of predicted) and VO2/cardiac output was 0.14 (normal). Mitral inflow at peak exercise (c) showed that even at peak exercise mitral inflow E and A waves where not fused, E wave deceleration time was markedly short (119msec) and the diastasis period (arrow) was prolonged, suggesting "wasted diastolic time" at peak exercise, and that even with faster heart rate, and shorter diastolic period, LV filling will not worsen. E' velocity did not change (d) resulting in high E/E' ratio at peak exercise suggesting markedly elevated LV end diastolic pressure. Calcium blockers were weaned and the exam was repeated a week later. At the second exam peak exercise heart rate increased to 120 (73% of predicted), O2 pulse increased to 9 cc/beat (56% of predicted), VO2/kg increased to 13.7 cc/kg/min (41% of predicted) and symptoms improved considerably. Mitral inflow at peak exercise (e) after weaning the calcium blockers showed partial fusion of E and A waves with no "wasted diastolic filling time (persistence of diastasis at peak exercise). E' at peak exercise increased to 5 suggesting improvement in active relaxation and LV end diastolic pressure at peak exercise (f). E: Mitral Inflow E wave; A: Mitral Inflow A wave; E': Tissue Doppler Early Diastolic velocity of Septal Annulus; A': Tissue Doppler End Diastolic velocity of Septal Annulus; F: Fused Mitral Inflow E and A wave; F': Tissue Doppler Early and Late Fused Diastolic velocity of Septal Annulus. Online Figure 1a Online Figure 1b. Online Figure 2. A patient with HFrEF (ejection fraction 30%) presented with effort dyspnea. At peak exercise heart rate increased to 145 (87% of predicted), O2 pulse was 13 cc/beat (75% of predicted), peak VO2 was 1950 cc/min (83% of predicted), saturation was normal throughout the exam (97%), hemoglobin was normal (14.1 mg/dL). Upper right panel) The pattern of increase in VO2 (liters/minute) and VCO2 as related to increasing work rate in the first exam shows that effort capacity is impaired but there is no flattening in the curve of VO2 related to increasing work rate. Lower left panel) Left ventricular outflow track flow integral at rest shows markedly low stroke volume (46cc). Upper right panel) Left ventricular outflow track flow integral at unloaded exercise shows marked improvement in stroke volume (98cc). The doubling of stroke volume with minimal exercise was related to the excellent compliance enabling the Frank-Starling mechanism to increase the end diastolic volume, ejection fraction and stroke volume during exercise.Although his rest ejection fraction was low, cardiac function improved significantly at exercise and was not the main cause of effort intolerance. The A-VO2 difference was calculated and found to be low at peak exercise (0.1) although RER was normal (1.1) suggesting impaired peripheral oxygen extraction (low fitness). The patient underwent cardiac rehabilitation for 12 weeks (two sessions a week) with discontinuation of symptoms. He repeated the protocol which showed normalization of effort capacity (lower right panel). Note that the pattern of increase in VO2 (liters/minute) and VCO2 as related to increasing work rate in the second exam shows normalization of effort capacity despite the low rest ejection fraction. Online Figure 2. Online Table 1. Multivariate analyses to explore the contribution of the different rest and unloaded effort parameters on maximal effort capacity (VO2 max) Age, years LAVI, cc/m2 Cardiac output rest EDV for E/e' rest S' rest EF rest E/e' ratio rest SV stress HR, stress EDV for E/e' stress SVR stress S' stress EF, stress MR volume, stress VO2/CO stress P value R2 * VO2 by rest VO2 by unloaded Regression Coefficient; P‐Value −0.006; P=0.05 P=0.9 P=0.2 0.04; P<0.0001 0.21; P<0.0001 P=0.2 P=0.3 Regression Coefficient; P‐Value P=0.2 P=0.2 0.15; P=0.0006 P=0.4 P=0.7 0.04;P<0.0001 P=0.8 P=0.9 P=0.4 <0.0001 0.71 <0.0001 0.87 Online Table 2. "HFpEF Borderline" Characteristics Variable Age, years Gender, male n (%) Ejection fraction, % Diastolic dimension, mm Systolic dimension, mm End diastolic volume, cc End diastolic volume index, cc/ m2 End systolic volume, cc End systolic volume index, cc/ m2 LV mass index gram/ m2 Relative Wall Thickness LAVI, cc/m2 Stroke volume cc/beat Cardiac output liter/minute Cardiac index liter/minute/ m2 Mitral inflow E wave m/sec Mitral inflow A wave m/sec Mitral inflow DT, ms E' cm/sec E/e' ratio S' cm/sec Right ventricle systolic pressure, mm Hg FVC liter FVC, %Predicted FEV1 liter/sec Borderline (n=8) 60.7±5 5(62) 48.9±5.8*‡ 57.0±7.7*‡ 43.8±10*‡ 174±63*‡ 92.6±29* 89.7±36*‡ 47.5±16*‡ 123±40 0.33±0.1* 46.9±22 81.3±17‡ 5.8±1.6‡ 3.1±1.1‡ 0.79±0.23 0.52±0.28 185±49 5.1±1.5 16.6±7.8 4.0±0.9 38.5±9.1 2.8±0.9 90.3±14 2.9±0.9 FEV, %Predicted FEV1/FVC ratio FEV1/FVC ratio, %Predicted VO2 @AT liter/minute VE/VCO2 ratio @AT Work Load Watts O2 pulse max mL/beat VO2 max liter/minute VO2 max, %Predicted VO2/kg max mL/minute/kg VO2/kg, %Predicted RER ratio ‡P<0.05 compared to HFrEF 92.3±16 84.6±10 110.3±15 0.88±0.4 35.2±4.8 104.3±52 11.3±4.1 1.28±0.5 62.0±10 15.7±5.6 61.5±8.2 1.05±0.1 Online Table 3. Baseline, unloaded, anaerobic threshold (AT), and maximal exercise cardio-pulmonary stress and echo characteristics of the HFpEF, "HFpEF borderline", HFrEF and control Measurement Baseline Unloaded Effort Anaerobic Threshold Maximal Effort End diastolic volume, mL End systolic volume, mL Ejection Fraction (%) Normal HFpEF HFrEF Intermediate Normal HFpEF HFrEF Intermediate Normal HFpEF HFrEF Intermediate Normal HFpEF HFrEF Intermediate Normal HFpEF 123.4±20 122.6±18 230.6±40 174.7±63 44.0±13 41.1±11 169.6±42 89.3±36 64.7±7 66.5±7 27.3±6 48.6±4.8 7.1±1.4 4.9±1.2 3.4±1.0 4.1±0.9 8.0±2.5 5.8±1.7 138.8±19 128.6±22 237.0±43 220.6±73 37.6±10 39.7±12 164.8±43 109.7±41 73.1±6 69.2±6 31.0±10 50.3±8 8.7±2.3 5.9±1.7 4.0±1.8 5.3±1.5 9.9±2.4 6.9±2.5 158.3±22 127.4±18 234.1±48 202.7±72 41.2±16 35.0±15 152.0±41 88.9±48 74.1±9 72.8±10 35.1±11 59.1±13 10.3±1.9 7.7±2.9 4.9±2.3 5.9±1.9 14.7±4.3 8.1±4.4 133.3±23 118.1±18 223.8±57 198.2±44 36.7±16 33.4±17 146.1±54 90.6±35 73.0±10 72.1±11 34.6±14 53.5±11 10.4±2.3 8.0±2.8 5.4±3.1 7.3±3.1 17.8±4.4 9.5±5.0 P value for each group <0.0001 0.12 0.8 0.03 0.09 0.09 0.08 0.06 0.001 0.06 0.2 0.4 0.01 0.01 0.05 0.02 <0.0001 0.03 HFrEF Intermediate Normal HFpEF HFrEF Intermediate Normal HFpEF HFrEF Intermediate Normal HFpEF HFrEF Intermediate Normal HFpEF HFrEF Intermediate Normal HFpEF 3.7±1.9 5.4±1.5 9.3±3.9 14.6±5.1 25.2±13.5 17.6±7.8 77.3±10 78.8±17 50.8±4.1 81.8±16 4.5±1.1 4.8±1.2 4.7±1.1 4.9±1.2 80.2±9 76.6±14 77.6±8.4 70.6±9 6.2±1.1 6.0±1.5 4.6±2.0 6.0±1.8 9.6±3.6 16.3±5.8 20.7±5.8 23.4±16 92.1±15 91.0±20 58.5±20 76.5±13 6.5±1.2 6.7±1.7 5.7±1.9 6.3±1.6 87.1±11 85.6±15 93.5±19 81.8±15 8.0±1.8 7.7±2.0 6.1±2.7 7.3±2.8 8.7±3.0 18.3±10.3 17.9±8.6 21.1±15 105.0±16 94.5±24 71.2±34 83.7±20 10.3±2.8 8.9±2.6 8.3±1.8 9.3±3.6 120.7±20 98.7±22 103.1±15 93.2±17 12.6±2.6 9.4±3.5 6.6±3.9 7.9±3.7 7.6±2.3 17.8±9.5 23.1±9.3 19.9±8.7 98.6±13 86.7±19 66.3±34 80.2±30 12.7±3.8 11.3±3.6 10.0±3.8 11.4±4.1 156.0±20 109.3±31 120.3±15 105.2±22 14.5±2.9 9.6±4.2 0.1 0.3 0.02 0.08 0.4 0.6 <0.0001 0.007 0.02 0.2 <0.0001 <0.0001 0.03 0.02 <0.0001 <0.0001 0.04 0.004 <0.0001 0.007 Tissue Doppler S', cm/sec Tissue Doppler e', cm/sec E/e' Ratio Stroke Volume, mL O2 pulse, cc/beat Heart Rate, BPM Cardiac Output, Within Group Between Groups Time*Group Interaction <0.0001 <0.0001 0.004 0.003 <0.0001 0.03 <0.0001 <0.0001 0.3 <0.0001 0.003 0.3 <0.0001 <0.0001 0.001 0.8 0.004 0.03 <0.0001 0.002 0.01 <0.0001 0.5 0.3 <0.0001 0.002 0.0001 <0.0001 0.0001 0.003 L/min HFrEF 4.0±0.5 4.8±1.2 6.5±3.3 7.1±4.9 0.6