| Training set | Testing set | External validation set | ||||||
---|---|---|---|---|---|---|---|---|---|
Characteristics | Cardiac injury (n = 113) | No cardiac injury (n = 166) | P | Cardiac injury (n = 48) | No cardiac injury (n = 72) | P | Cardiac injury (n = 48) | No cardiac injury (n = 52) | P |
Gender | Â | Â | 0.652 | Â | Â | 0.708 | Â | Â | 0.393 |
 Male | 63(55.8) | 88(53.0) |  | 25(52.1) | 40(55.6) |  | 29(60.4) | 27(51.9) |  |
 Female | 50(44.2) | 78(47.0) |  | 23(47.9) | 32(44.4) |  | 19(39.6) | 25(48.1) |  |
Age (years) | Â | Â | 0.159 | Â | Â | 0.764 | Â | Â | 0.030 |
 Age < 60 | 55(48.7) | 95(57.2) |  | 28(58.3) | 40(55.6) |  | 21(43.8) | 34(65.4) |  |
 Age ≥ 60 | 58(51.3) | 71(42.8) |  | 20(41.7) | 32(44.4) |  | 27(56.2) | 18(34.6) |  |
Smoking history | 20(17.7) | 27(16.3) | 0.753 | 7(14.6) | 13(18.1) | 0.617 | 14(29.2) | 10(19.2) | 0.245 |
History of hypertension | 21(18.6) | 26(15.7) | 0.522 | 7(14.6) | 13(18.1) | 0.617 | 9(18.8) | 6(11.5) | 0.313 |
History of diabetes | 13(11.5) | 8(4.8) | 0.038 | 3(6.2) | 5(6.9) | 1.000 | 6(12.5) | 3(5.8) | 0.409 |
WBC (109/L) | 27.56(6.53-76.505) | 5.52(1.7675–16.065) | < 0.001 | 21.205(5.0675–86.14) | 4.6950(1.6375–14.2175) | < 0.001 | 28.115(3.77-64.7125) | 4.315(1.9-23.7675) | 0.011 |
RBC (1012/L) | 2.32(1.83–2.88) | 2.14(1.6325-2.56) | 0.018 | 2.295(1.84-2.8575) | 2.07(1.655-2.5) | 0.033 | 2.385(1.8075–2.945) | 2.23(1.7975-2.56) | 0.210 |
Hb (g/L) | 70(58.65-87) | 69.85(54.75-85.425) | 0.331 | 70.85(59.775–90.375) | 68.8(54.375–82.95) | 0.263 | 78.4(61-88.7) | 72.2(58.775–88.5) | 0.558 |
PLT (109/L) | 31(17.5–70) | 38(22-72.25) | 0.357 | 39(22-89.5) | 43.5(20.25-73) | 0.682 | 29.5(22.25-96) | 37.5(23.25–71.5) | 0.959 |
BM blast ratio (%) | 65.2(37.95–83.75) | 56.15(31.875–77.35) | 0.015 | 59.75(34.825-83) | 57.75(36.625–72.875) | 0.247 | 65.75(48.47-85.6675) | 62.25(24.7775-79) | 0.013 |
Gene mutations | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 NPM1 | 29(25.7) | 14(8.4) | < 0.001 | 13(27.1) | 7(9.7) | 0.012 | 14(29.2) | 9(17.3) | 0.159 |
 CEBPA | 13(11.5) | 18(10.8) | 0.863 | 4(8.3) | 7(9.7) | 1.000 | 10(20.8) | 7(13.5) | 0.327 |
 FLT3 | 30(26.5) | 17(10.2) | < 0.001 | 13(27.1) | 7(9.7) | 0.012 | 16(33.3) | 9(17.3) | 0.064 |
 C-kit | 7(6.2) | 5(3.0) | 0.324 | 2(4.2) | 1(1.4) | 0.720 | 4(8.3) | 5(9.6) | 1.000 |
 TP53 | 8(7.1) | 9(5.4) | 0.570 | 4(8.3) | 3(4.2) | 0.578 | 5(10.4) | 2(3.8) | 0.371 |
 RUNX1 | 4(3.5) | 7(4.2) | 1.000 | 3(6.2) | 3(4.2) | 0.932 | 4(8.3) | 3(5.8) | 0.913 |
 Ras | 10(8.8) | 6(3.6) | 0.065 | 3(6.2) | 1(1.4) | 0.350 | 5(10.4) | 5(9.6) | 1.000 |
 TET2 | 7(6.2) | 9(5.4) | 0.785 | 7(14.6) | 3(4.2) | 0.092 | 7(14.6) | 4(7.7) | 0.271 |
 IDH | 12(10.6) | 13(7.8) | 0.423 | 6(12.5) | 6(8.3) | 0.664 | 5(10.4) | 4(7.7) | 0.900 |
 WT1 | 77(68.1) | 88(53.0) | 0.012 | 32(66.7) | 38(52.8) | 0.131 | 22(45.8) | 22(42.3) | 0.723 |
 JAK2 | 5(4.4) | 1(0.6) | 0.082 | 5(10.4) | 0(0) | 0.020 | 3(6.2) | 1(1.9) | 0.554 |
 AML1-ETO | 9(8.0) | 10(6.0) | 0.528 | 5(10.4) | 5(6.9) | 0.736 | 5(10.4) | 0(0) | 0.054 |
 CBFB-MYH11 | 5(4.4) | 8(4.8) | 0.878 | 1(2.1) | 3(4.2) | 0.917 | 2(4.2) | 4(7.7) | 0.749 |
 BCR-ABL | 5(4.4) | 4(2.4) | 0.555 | 4(8.3) | 1(1.4) | 0.162 | 1(2.1) | 2(3.8) | 1.000 |
 MLL | 5(4.4) | 9(5.4) | 0.708 | 3(6.2) | 6(8.3) | 0.944 | 2(4.2) | 2(3.8) | 1.000 |
Cytogenetics | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Abnormal karyotype | 66(58.4) | 83(50.0) | 0.167 | 26(54.2) | 34(47.2) | 0.456 | 31(64.6) | 29(55.8) | 0.369 |
Complex karyotype | 16(14.2) | 28(16.9) | 0.542 | 10(20.8) | 17(23.6) | 0.721 | 9(18.8) | 7(13.5) | 0.471 |
Monosomy karyotype | 11(9.7) | 17(10.2) | 0.890 | 5(10.4) | 11(15.3) | 0.443 | 7(14.6) | 3(5.8) | 0.257 |
 t8-21 | 8(7.1) | 7(4.2) | 0.298 | 5(10.4) | 3(4.2) | 0.331 | 2(4.2) | 0(0) | 0.228 |
 inv16 | 5(4.4) | 7(4.2) | 1.000 | 1(2.1) | 2(2.8) | 1.000 | 3(6.2) | 4(7.7) | 1.000 |
 t9-22 | 2(1.8) | 2(1.2) | 1.000 | 1(2.1) | 0(0) | 0.400 | 1(2.1) | 2(3.8) | 1.000 |
 plus8 | 10(8.8) | 15(9.0) | 0.957 | 6(12.5) | 7(9.7) | 0.631 | 4(8.3) | 2(3.8) | 0.601 |
 del5q | 11(9.7) | 11(6.6) | 0.344 | 3(6.2) | 4(5.6) | 1.000 | 5(10.4) | 2(3.8) | 0.371 |
 del7 | 7(6.2) | 10(6.0) | 0.953 | 2(4.2) | 6(8.3) | 0.601 | 4(8.3) | 3(5.8) | 0.913 |
 del17p | 3(2.7) | 6(3.6) | 0.920 | 3(6.2) | 2(2.8) | 0.641 | 2(4.2) | 3(5.8) | 1.000 |
Abnormal NT-proBNP | 41(36.3) | 29(17.5) | < 0.001 | 17(35.4) | 14(19.4) | 0.050 | 21(43.8) | 5(9.6) | < 0.001 |
Echocardiogram indexes | Â | Â | Â | Â | Â | Â | Â | Â | Â |
LA (mm) | 34(31–38) | 33(29–38) | 0.459 | 34.5(31.25-37) | 34(30–38) | 0.588 | 35.5(31–38) | 33(29–39) | 0.445 |
LV (mm) | 45(43–48) | 45(42–48) | 0.700 | 46(41.5–48) | 46(42.25-48) | 0.778 | 43.5(38.25-49) | 45(41–48) | 0.663 |
IVS (mm) | 10(9–11) | 10(9–11) | 0.070 | 10(9.25-12) | 10(9–11) | 0.125 | 10(9–12) | 10(9–11) | 0.371 |
EDV (ml) | 95(83-107.5) | 97(78–118) | 0.471 | 93.5(78-110.5) | 99(83–118) | 0.314 | 101.5(87-118.25) | 100(88-108.75) | 0.942 |
ESV (ml) | 32(25–41) | 30(25–39) | 0.404 | 30.5(22–44) | 30(25–39) | 0.271 | 35(28-43.25) | 31(25.25-39) | 0.168 |
SV (ml) | 64(53–73) | 67(55–80) | 0.151 | 68.5(56-77.75) | 67.5(56.75–82.25) | 0.799 | 68(56.25-78) | 68(55.5–79) | 0.855 |
EF (%) | 63(60–69) | 66.5(60–70) | 0.045 | 64.5(60–71) | 66(59.25–71.75) | 0.674 | 60(57–66) | 65(61.25–70.75) | < 0.001 |