Submitted:
20 May 2025
Posted:
22 May 2025
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Design and Patients’ Inclusion Criteria
2.2. Procedures and Measurements
2.3. Statistical Analysis
3. Results
3.1. Patients’ Presentation
3.2. Inflammatory and Nutritional Biomarkers
3.3. Structural and Biomarker Evidence of Cardiac Involvement
3.4. Functional Performance Results
3.5. The Independent Impact of Sarcopenia and Heart Failure on Patients’ Performance
4. Discussion
4.1. Clinical Implications
4.2. Study Limitations and Future Perspectives
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variable | SARC-/HF- n=240 |
SARC+/HF- n=292 |
SARC-/HF+ n=14 |
SARC+/HF+ n=52 |
p-value | |
|---|---|---|---|---|---|---|
| Demographic characteristics | ||||||
| Age (years), median(q1;q3) | 76.84(71.01;81.84) | 82.17(76.91;86.15) | 77.84(72.97;84.16) | 84.07(79.03;88.5) | <0.001 | |
| Sex, n(%) | F | 173(72.08) | 205(70.21) | 10(71.43) | 30(57.69) | 0.235 |
| M | 67(27.92) | 87(29.79) | 4(28.57) | 22(42.31) | ||
| BMI, median(q1;q3) | 29.2(24.86;32.72) | 27.06(23.05;32.09) | 28.86(25.01;29.76) | 27.83(22.97;31.22) | 0.075 | |
| BMI group, n(%) | underweight | 5(2.1) | 8(2.78) | 0(0) | 3(6.25) | 0.673 |
| normal | 59(24.79) | 89(30.9) | 3(21.43) | 13(27.08) | ||
| overweight | 74(31.09) | 84(29.17) | 7(50) | 15(31.25) | ||
| obese | 82(34.45) | 91(31.6) | 4(28.57) | 16(33.33) | ||
| morbid | 18(7.56) | 16(5.56) | 0(0) | 1(2.08) | ||
| Residence, n(%) | Rural | 89(37.08) | 120(41.1) | 4(28.57) | 26(50) | 0.270 |
| Urban | 151(62.92) | 172(58.9) | 10(71.43) | 26(50) | ||
| Housing, n(%) | House | 139(57.92) | 186(63.7) | 6(42.86) | 34(65.38) | 0.090 |
| Flat, ground floor | 12(5) | 13(4.45) | 3(21.43) | 1(1.92) | ||
| higher floor, with elevator | 36(15) | 31(10.62) | 1(7.14) | 8(15.38) | ||
| higher floor, no elevator | 52(21.67) | 53(18.15) | 4(28.57) | 8(15.38) | ||
| institutionalized | 1(0.42) | 9(3.08) | 0(0) | 1(1.92) | ||
| Lives alone, n(%) | alone | 6(2.5) | 5(1.71) | 0(0) | 0(0) | 0.748 |
| alone with support | 98(40.83) | 106(36.3) | 7(50) | 20(38.46) | ||
| with others | 136(56.67) | 181(61.99) | 7(50) | 32(61.54) | ||
| Smoking status, n(%) | never | 175(72.92) | 225(77.32) | 12(85.71) | 38(73.08) | 0.262 |
| past | 45(18.75) | 55(18.9) | 2(14.29) | 13(25) | ||
| current | 20(8.33) | 11(3.78) | 0(0) | 1(1.92) | ||
| Comorbidity burden | ||||||
| CIRS G Heart | 0 | 76(31.67) | 63(21.72) | 0(0) | 4(7.69) | <0.001 |
| 1 | 8(3.33) | 12(4.14) | 2(14.29) | 2(3.85) | ||
| 2 | 134(55.83) | 179(61.72) | 8(57.14) | 28(53.85) | ||
| 3 | 20(8.33) | 30(10.34) | 3(21.43) | 15(28.85) | ||
| 4 | 2(0.83) | 6(2.07) | 1(7.14) | 3(5.77) | ||
| CIRS G Vascular | 0 | 13(5.42) | 16(5.5) | 1(7.14) | 3(5.77) | 0.912 |
| 1 | 25(10.42) | 22(7.56) | 0(0) | 2(3.85) | ||
| 2 | 46(19.17) | 59(20.27) | 3(21.43) | 9(17.31) | ||
| 3 | 156(65) | 193(66.32) | 10(71.43) | 38(73.08) | ||
| 4 | 0(0) | 1(0.34) | 0(0) | 0(0) | ||
| CIRS G Hematopoietic | 0 | 169(70.42) | 165(56.7) | 11(78.57) | 30(57.69) | 0.048 |
| 1 | 48(20) | 80(27.49) | 1(7.14) | 13(25) | ||
| 2 | 17(7.08) | 34(11.68) | 1(7.14) | 6(11.54) | ||
| 3 | 6(2.5) | 11(3.78) | 1(7.14) | 2(3.85) | ||
| 4 | 0(0) | 1(0.34) | 0(0) | 1(1.92) | ||
| CIRS G Respiratory | 0 | 183(76.25) | 218(74.91) | 14(100) | 35(67.31) | 0.096 |
| 1 | 22(9.17) | 17(5.84) | 0(0) | 1(1.92) | ||
| 2 | 23(9.58) | 33(11.34) | 0(0) | 10(19.23) | ||
| 3 | 2(0.83) | 4(1.37) | 0(0) | 3(5.77) | ||
| 4 | 10(4.17) | 19(6.53) | 0(0) | 3(5.77) | ||
| CIRS G Ears, nose, throat and larynx | 0 | 64(26.67) | 40(13.75) | 1(7.14) | 7(13.46) | <0.001 |
| 1 | 134(55.83) | 144(49.48) | 7(50) | 28(53.85) | ||
| 2 | 36(15) | 91(31.27) | 5(35.71) | 14(26.92) | ||
| 3 | 5(2.08) | 15(5.15) | 1(7.14) | 3(5.77) | ||
| 4 | 1(0.42) | 1(0.34) | 0(0) | 0(0) | ||
| CIRS G upper GI | 0 | 147(61.25) | 187(64.26) | 9(64.29) | 32(61.54) | 0.991 |
| 1 | 60(25) | 63(21.65) | 4(28.57) | 13(25) | ||
| 2 | 24(10) | 30(10.31) | 1(7.14) | 4(7.69) | ||
| 3 | 6(2.5) | 6(2.06) | 0(0) | 2(3.85) | ||
| 4 | 3(1.25) | 5(1.72) | 0(0) | 1(1.92) | ||
| CIRS G lower GI | 0 | 132(55) | 138(47.42) | 7(50) | 23(44.23) | 0.356 |
| 1 | 93(38.75) | 123(42.27) | 6(42.86) | 27(51.92) | ||
| 2 | 10(4.17) | 18(6.19) | 0(0) | 2(3.85) | ||
| 4 | 5(2.08) | 12(4.12) | 1(7.14) | 0(0) | ||
| CIRS G Liver, pancreas and biliary | 0 | 216(90) | 262(90.03) | 14(100) | 44(84.62) | 0.824 |
| 1 | 8(3.33) | 13(4.47) | 0(0) | 4(7.69) | ||
| 2 | 14(5.83) | 13(4.47) | 0(0) | 4(7.69) | ||
| 3 | 2(0.83) | 3(1.03) | 0(0) | 0(0) | ||
| CIRS G Renal | 0 | 202(84.17) | 235(80.76) | 11(78.57) | 37(71.15) | 0.161 |
| 1 | 15(6.25) | 14(4.81) | 0(0) | 4(7.69) | ||
| 2 | 11(4.58) | 19(6.53) | 0(0) | 4(7.69) | ||
| 3 | 10(4.17) | 20(6.87) | 2(14.29) | 7(13.46) | ||
| 4 | 2(0.83) | 3(1.03) | 1(7.14) | 0(0) | ||
| CIRS G Genitourinary | 0 | 95(39.58) | 97(33.45) | 5(35.71) | 17(32.69) | 0.085 |
| 1 | 88(36.67) | 108(37.24) | 6(42.86) | 17(32.69) | ||
| 2 | 48(20) | 75(25.86) | 1(7.14) | 15(28.85) | ||
| 3 | 2(0.83) | 1(0.34) | 2(14.29) | 1(1.92) | ||
| 4 | 7(2.92) | 9(3.1) | 0(0) | 2(3.85) | ||
| CIRS G Musculoskeletal and skin | 0 | 159(66.25) | 195(67.24) | 9(64.29) | 31(59.62) | 0.641 |
| 1 | 40(16.67) | 40(13.79) | 3(21.43) | 7(13.46) | ||
| 2 | 13(5.42) | 26(8.97) | 1(7.14) | 6(11.54) | ||
| 3 | 23(9.58) | 19(6.55) | 1(7.14) | 6(11.54) | ||
| 4 | 5(2.08) | 10(3.45) | 0(0) | 2(3.85) | ||
| CIRS G Neurologic | 0 | 141(58.75) | 172(59.31) | 8(57.14) | 32(61.54) | 0.990 |
| 1 | 28(11.67) | 32(11.03) | 1(7.14) | 3(5.77) | ||
| 2 | 61(25.42) | 76(26.21) | 5(35.71) | 15(28.85) | ||
| 3 | 3(1.25) | 3(1.03) | 0(0) | 0(0) | ||
| 4 | 7(2.92) | 7(2.41) | 0(0) | 2(3.85) | ||
| CIRS G Endocrine and breast | 0 | 141(58.75) | 172(59.31) | 8(57.14) | 32(61.54) | 0.993 |
| 1 | 28(11.67) | 32(11.03) | 1(7.14) | 3(5.77) | ||
| 2 | 61(25.42) | 76(26.21) | 5(35.71) | 15(28.85) | ||
| 3 | 3(1.25) | 3(1.03) | 0(0) | 0(0) | ||
| 4 | 7(2.92) | 7(2.41) | 0(0) | 2(3.85) | ||
| CIRS G Psychiatric illness | 0 | 126(52.72) | 113(39.37) | 7(50) | 19(37.25) | 0.001 |
| 1 | 48(20.08) | 58(20.21) | 5(35.71) | 9(17.65) | ||
| 2 | 44(18.41) | 69(24.04) | 1(7.14) | 8(15.69) | ||
| 3 | 16(6.69) | 35(12.2) | 1(7.14) | 15(29.41) | ||
| 4 | 5(2.09) | 12(4.18) | 0(0) | 0(0) | ||
| Variable | SARC-/HF- n=240 |
SARC+/HF- n=292 |
SARC-/HF+ n=14 |
SARC+/HF+ n=52 |
p-value |
|---|---|---|---|---|---|
| Blood tests at presentation | |||||
| Hemoglobin (g/dL), median(q1;q3) | 13.1(11.9;14.1) | 12.5(11.1;13.7) | 13.65(12.7;14.8) | 12.75(11.7;13.8) | 0.001 |
| WBC count (×10³/µL), median(q1;q3) | 6.9(5.83;8.12) | 7.15(5.7;8.65) | 7.29(5.98;7.7) | 7.22(6.01;8.98) | 0.436 |
| Total cholesterol (mg/dL), median(q1;q3) | 173(150;203) | 169.5(140;202) | 161(127;184) | 160(129;195) | 0.15 |
| Triglycerides (mg/dL), median(q1;q3) | 102(78;133) | 104(71;140) | 86.5(76;98) | 93(76;120) | 0.672 |
| HDL cholesterol (mg/dL), median(q1;q3) | 48(39;56) | 45(37;55) | 47(40;53) | 45(35;52) | 0.186 |
| LDL cholesterol (mg/dL), median(q1;q3) | 110(87;139) | 104.5(80;140) | 102(74;127) | 98(73;120) | 0.262 |
| Blood glucose (mg/dL), median(q1;q3) | 105(95;118) | 104(94;122) | 108(97;153) | 104.5(90;125) | 0.849 |
| HbA1c (%), median(q1;q3) | 6.04(5.7;6.8) | 6.1(5.7;6.5) | 7.35(6.08;7.9) | 6.8(6;8.7) | 0.009 |
| Serum albumin (g/dL), median(q1;q3) | 4.4(4.1;4.6) | 4.2(3.9;4.4) | 4.25(4;4.6) | 4(3.7;4.3) | <0.001 |
| Blood urea (mg/dL), median(q1;q3) | 45(36;58) | 49(41;62) | 45(41;49) | 51(39;71) | 0.002 |
| Serum uric acid (mg/dL), median(q1;q3) | 6(4.8;7.1) | 6(4.6;7.5) | 5.4(3.9;6.9) | 6.9(5.9;8.3) | 0.018 |
| Serum creatinine (mg/dL), median(q1;q3) | 0.89(0.73;1.09) | 0.94(0.74;1.21) | 0.89(0.76;0.98) | 1(0.76;1.19) | 0.224 |
| CK (U/L), median(q1;q3) | 78(51;117) | 64(40;101) | 50(38;68) | 57(29;94) | <0.001 |
| Na+ (mml/L), median(q1;q3) | 140(138;141) | 140(138;141) | 140.5(139;141) | 139(137;141) | 0.405 |
| K+ (mmol/L), median(q1;q3) | 4.3(4;4.6) | 4.4(4;4.7) | 4.3(4.1;4.4) | 4.45(4.1;4.9) | 0.195 |
| Serum Vitamin D (ng/mL), median(q1;q3) | 23.7(15.3;33.51) | 20.37(12.55;30.5) | 27.56(22.7;33.65) | 14.14(10.06;23.02) | <0.001 |
| Variable | SARC-/HF- n=240 |
SARC+/HF- n=292 |
SARC-/HF+ n=14 |
SARC+/HF+ n=52 |
p-value |
|---|---|---|---|---|---|
| NTproBNP (pg/mL), median(q1;q3) | 381(115.29;907) | 675(244;2406) | 1741(72.9;1904) | 3431(502;5209) | <0.001 |
| IVS (mm), median(q1;q3) | 12(11;13) | 12(12;13) | 13(12;14) | 12(11;13) | 0.023 |
| PWT (mm), median(q1;q3) | 12(11;13) | 12(11;13) | 13(12;13) | 12(11;13) | 0.047 |
| LVEDD (mm), median(q1;q3) | 46(42;50) | 46(42;49) | 50(45;55) | 50(46;53) | <0.001 |
| LVESD (mm), median(q1;q3) | 32(28;35) | 30(27;34) | 36(32;37) | 36(31;39) | <0.001 |
| LVEF (%), median(q1;q3) | 55(50;60) | 55(50;59) | 40(37;40) | 40(35;42) | <0.001 |
| Variable | SARC-/HF- n=240 |
SARC+/HF- n=292 |
SARC-/HF+ n=14 |
SARC+/HF+ n=52 |
p-value | |||
|---|---|---|---|---|---|---|---|---|
| Sarcopenia related measurements | ||||||||
| Calf Circumference (cm), median(q1;q3) | 36(32;39) | 34(31;37.5) | 35(30.5;37) | 34(30.5;38.5) | 0.032 | |||
| Corrected calf circumference (cm), median(q1;q3) | 31.35(29;34) | 31(28.5;33) | 31(28;34.7) | 30(28;33) | 0.140 | |||
| SARC-F score, median(q1;q3) | 3(1;5) | 5(3;7) | 4(3;5) | 6(5;7) | <0.001 | |||
| ISHII, median(q1;q3) | 180.46(128.53;210.88) | 224(167.69;242.19) | 184.93(143.56;195.09) | 214.45(163.55;242.61) | <0.001 | |||
| HGS estimated (kg), median(q1;q3) | 25.52(23.53;38.72) | 24.39(22.41;37.94) | 26.75(24.03;27.71) | 24.73(22.03;38.32) | 0.016 | |||
| HGS right hand (kg), median(q1;q3) | 22(18;28) | 15(10;18) | 19(18;21) | 14(10;18) | <0.001 | |||
| MPI, median(q1;q3) | 4.69(3.88;5.43) | 5.19(4.1;6.16) | 4.69(3.66;4.88) | 4.59(3.55;5.99) | 0.184 | |||
| SMI, median(q1;q3) | 45.06(41.02;50.19) | 45.35(39.93;50.82) | 44.14(43.18;44.66) | 39.49(35.48;45.22) | 0.200 | |||
| SPPB walk speed 4m, median(q1;q3) | 0.73(0.4;1) | 0.4(0.16;0.74) | 0.56(0.34;0.74) | 0.34(0.14;0.67) | <0.001 | |||
| SPPB chair test sec, median(q1;q3) | 17(13;24.87) | 27(16.2;60) | 18.42(16;23) | 45(18;60) | <0.001 | |||
| SPPB score, median (q1;q3) | 8(5;10) | 5(2;7) | 6(4;7) | 3(1;6) | <0.001 | |||
| Functional measurements | ||||||||
| ECOG, n(%) | 0. Fully active | 38(15.83) | 20(6.85) | 2(14.29) | 3(5.77) | <0.001 | ||
| 1.Active with mild restrictions | 128(53.33) | 120(41.1) | 6(42.86) | 17(32.69) | ||||
| 2. Ambulatory | 40(16.67) | 49(16.78) | 2(14.29) | 6(11.54) | ||||
| 3. Self-care | 33(13.75) | 80(27.4) | 4(28.57) | 19(36.54) | ||||
| 4. Disabled | 1(0.42) | 23(7.88) | 0(0) | 7(13.46) | ||||
| FRIED score, median(q1;q3) | 2(1;3) | 3(2;4) | 2(1;3) | 3(3;4) | <0.001 | |||
| VIVIFRAIL, n(%) | A | 35(15.22) | 96(34.41) | 1(8.33) | 24(48) | <0.001 | ||
| B | 64(27.83) | 92(32.97) | 8(66.67) | 16(32) | ||||
| C | 75(32.61) | 63(22.58) | 2(16.67) | 7(14) | ||||
| D | 56(24.35) | 28(10.04) | 1(8.33) | 3(6) | ||||
| ADL score, median(q1;q3) | 0(0;4) | 4(0;13) | 0(0;0) | 9(3;17) | <0.001 | |||
| IADL domain, n(%) | ||||||||
| Shopping | 0 | 104(43.51) | 65(22.26) | 3(21.43) | 6(11.54) | <0.001 | ||
| 1 | 135(56.49) | 227(77.74) | 11(78.57) | 46(88.46) | ||||
| Meal Preparation | 0 | 164(68.62) | 132(45.21) | 7(50) | 14(26.92) | <0.001 | ||
| 1 | 75(31.38) | 160(54.79) | 7(50) | 38(73.08) | ||||
| Housekeeping | 0 | 133(55.65) | 81(27.74) | 5(35.71) | 10(19.23) | <0.001 | ||
| 1 | 106(44.35) | 211(72.26) | 9(64.29) | 42(80.77) | ||||
| Laundry | 0 | 169(70.71) | 117(40.07) | 9(64.29) | 14(26.92) | <0.001 | ||
| 1 | 70(29.29) | 175(59.93) | 5(35.71) | 38(73.08) | ||||
| Mobility | 0 | 135(56.49) | 112(38.36) | 6(42.86) | 11(21.15) | <0.001 | ||
| 1 | 104(43.51) | 180(61.64) | 8(57.14) | 41(78.85) | ||||
| Medication Management | 0 | 196(82.01) | 189(64.73) | 10(71.43) | 29(55.77) | <0.001 | ||
| 1 | 43(17.99) | 103(35.27) | 4(28.57) | 23(44.23) | ||||
| Financial Management | 0 | 166(69.46) | 161(55.14) | 8(57.14) | 18(34.62) | <0.001 | ||
| 1 | 73(30.54) | 131(44.86) | 6(42.86) | 34(65.38) | ||||
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