Introduction
Methods
Hospital
Patients
Inclusion and exclusion criteria
Surgery
Imaging data
Statistical analysis
Result
Patient baseline characteristics
Variables | n (%)/mean (± SD)/median [IQR] |
---|---|
Sex, n (%) | |
Male | 138 (60.5%) |
Female | 90 (39.5%) |
Age, years, mean (± SD) | 57.7(± 15.8) |
BMI, kg/m2, mean (± SD) | 21.7(± 3.5) |
Previous Abdominal Surgery, n (%) | 89 (39.0%) |
Charlson Comorbidities Index, median [IQR] | 1.0 [0.0,2.0] |
Malignancy, n (%) | 44 (19.3%) |
Sepsis, n (%) | 99 (43.4) |
Peritoneal Soiling, n (%) | 130 (57.0%) |
ASA Score, n (%) | |
I | 7 (3.1%) |
II | 98 (43.0%) |
III | 96 (42.1%) |
IV | 26 (11.4%) |
V | 1 (0.4%) |
Frequency (%) | |
---|---|
Major | 118 (51.8) |
Small bowel resection | 56 (24.6) |
Colon colostomy | 10 (4.4) |
Right colectomy | 10 (4.4) |
Other colorectal resection | 10 (4.4) |
Hartmann's | 6 (2.6) |
Removal of foreign body | 6 (2.6) |
Other tumor resection | 5 (2.2) |
Gastrectomy | 5 (2.2) |
Enterostomy | 5 (2.2) |
Left colectomy | 3 (1.3) |
Resection of Meckel's diverticulum | 2 (0.9) |
Minor | 110 (48.2) |
Perforation repairment | 42 (18.4) |
Appendectomy | 27 (11.8) |
Adhesiolysis | 15 (6.6) |
Exploratory | 11 (4.8) |
Abdominal hernia | 7 (3.1) |
Reduction of volvulus | 5 (2.2) |
Drainage of abscess | 3 (1.3) |
Cut-off values of psoas muscle measurement
PML3 | PMI (mm2/m2) | PMD (HU) | TPG (AU) | PBSA (mm2/m2) | |
---|---|---|---|---|---|
Female | 0.60 | 375.2 | 27.8 | 106.7 | 633.0 |
Male | 0.74 | 463.9 | 34.9 | 169.7 | 806.1 |
Sarcopenia and clinical outcome
Baseline characteristic | PML3 | PMI (mm2/m2) | PMD (HU/mm2) | ||||||
---|---|---|---|---|---|---|---|---|---|
Sarcopenia | Non-Sarcopenia | P value | Sarcopenia | Non-Sarcopenia | P value | Sarcopenia | Non-Sarcopenia | P value | |
Age, years (SD) | 67.5 (11.4) | 54.6 (15.7) | < 0.001 | 61.1 (15.2) | 56.6 (15.8) | 0.063 | 68.0 (10.4) | 54.4 (15.8) | < 0.001 |
Male gender, n (%) | 34 (60.7) | 104 (60.5) | 0.974 | 34 (60.7) | 104 (60.5) | 0.974 | 34 (60.7) | 104 (60.5) | 0.974 |
BMI, kg/m2 (SD) | 20.8 (3.7) | 22.0 (3.4) | 0.033 | 20.0 (3.4) | 22.2 (3.4) | < 0.001 | 21.3 (3.4) | 21.8 (3.6) | 0.368 |
ASA score, n (%) | 0.028 | 0.030 | 0.170 | ||||||
I | 0 (0.0) | 7 (4.1) | 0 (0.0) | 7 (4.1) | 0 (0.0) | 7 (4.1) | |||
II | 17 (30.4) | 81 (47.1) | 19 (33.9) | 79 (45.9) | 19 (33.9) | 79 (45.9) | |||
III | 28 (50.0) | 68 (39.5) | 25 (44.6) | 71 (41.3) | 30 (53.6) | 66 (38.4) | |||
IV | 11 (19.6) | 15 (8.7) | 12 (21.4) | 14 (8.1) | 7 (12.5) | 19 (11.0) | |||
V | 0 (0.0) | 1 (0.6) | 0 (0.0) | 1 (0.6) | 0 (0.0) | 1 (0.6) | |||
Charlson Comorbidities Index, median [IQR] | 1.0 [0.0,2.0] | 1.0 [0.0,2.0] | 0.484 | 1.0 [0.0,2.0] | 1.0 [0.0,2.0] | 0.860 | 1.0 [0.0,2.0] | 1.0 [0.0,2.0] | 0.111 |
Previous abdominal surgery, n (%) | 20 (35.7) | 69 (40.1) | 0.558 | 25 (44.6) | 64 (37.2) | 0.322 | 22 (39.3) | 67 (39.0) | 0.965 |
Sepsis, n (%) | 30 (53.6) | 69 (40.1) | 0.078 | 30 (53.6) | 69 (40.1) | 0.078 | 31 (55.4) | 68 (39.5) | 0.038 |
Malignancy, n (%) | 15 (26.8) | 29 (16.9) | 0.102 | 20 (35.7) | 24 (14.0) | < 0.001 | 11 (19.6) | 33 (19.2) | 0.940 |
ALB, g/L (SD) | 34.3 (5.9) | 37.8 (6.8) | 0.001 | 33.5 (5.9) | 38.1 (6.7) | < 0.001 | 34.0 (5.9) | 37.9 (6.8) | < 0.001 |
Hb, g/L (SD) | 117.7 (26.9) | 122.7 (28.6) | 0.248 | 117.1 (27.6) | 122.9 (28.3) | 0.178 | 118.0 (23.4) | 122.7 (30.0) | 0.280 |
Baseline characteristic | TPG (AU) | PBSA (mm2/m2) | ||||
---|---|---|---|---|---|---|
Sarcopenia | Non-Sarcopenia | P value | Sarcopenia | Non-Sarcopenia | P value | |
Age, years (SD) | 65.8 (12.6) | 55.1 (15.8) | < 0.001 | 63.1 (14.0) | 56.0 (15.9) | 0.003 |
Male gender, n (%) | 34 (60.7) | 104 (60.5) | 0.974 | 34 (60.7) | 104 (60.5) | 0.974 |
BMI, kg/m2 (SD) | 20.4 (3.1) | 22.1 (3.5) | 0.002 | 21.2 (3.6) | 21.8 (3.5) | 0.220 |
ASA score, n (%) | 0.090 | 0.003 | ||||
I | 0 (0.0) | 7 (4.1) | 0 (0.0) | 7 (4.1) | ||
II | 20 (35.7) | 78 (45.3) | 16 (28.6) | 82 (47.7) | ||
III | 25 (44.6) | 71 (41.3) | 27 (48.2) | 69 (40.1) | ||
IV | 11 (19.6) | 15 (8.7) | 13 (23.2) | 13 (7.6) | ||
V | 0 (0.0) | 1 (0.6) | 0 (0.0) | 1 (0.6) | ||
Charlson Comorbidities Index, median [IQR] | 1.0 [0.0,2.0] | 1.0 [0.0,2.0] | 0.353 | 1.0 [0.0,2.0] | 1.0 [0.0,2.0] | 0.257 |
Previous Abdominal Surgery, n (%) | 23 (41.1) | 66 (38.4) | 0.719 | 26 (46.4) | 63 (36.6) | 0.192 |
Sepsis, n (%) | 31 (55.4) | 68 (39.5) | 0.038 | 33 (58.9) | 66 (38.4) | 0.007 |
Malignancy, n (%) | 15 (26.8) | 29 (16.9) | 0.102 | 35.7 | 14.0 | < 0.001 |
ALB, g/L (SD) | 33.8 (5.4) | 38.0 (6.9) | < 0.001 | 33.8 (6.02) | 38.0 (6.7) | < 0.001 |
Hb, g/L (SD) | 116.6 (27.2) | 123.1 (28.4) | 0.136 | 119.0 (26.8) | 122.3 (28.6) | 0.442 |
Surgical outcome | PML3 | PMI (mm2/m2) | PMD (HU/mm2) | ||||||
---|---|---|---|---|---|---|---|---|---|
Sarcopenia | Non-Sarcopenia | P value | Sarcopenia | Non-Sarcopenia | P value | Sarcopenia | Non-Sarcopenia | P value | |
Complication | |||||||||
CD grade ≥ 2, n (%) | 33 (58.9) | 56 (32.6) | < 0.001 | 89 (53.6) | 59 (34.3) | 0.010 | 29 (51.8) | 60 (34.9) | 0.024 |
CD grade ≥ 3, n (%) | 13 (23.2) | 21 (12.2) | 0.045 | 14 (25.0) | 20 (11.6) | 0.015 | 12 (21.4) | 22 (12.8) | 0.115 |
Respiratory infection, n (%) | 21 (37.5) | 29 (16.9) | 0.001 | 18 (32.1) | 32 (18.6) | 0.033 | 20 (35.7) | 30 (17.4) | 0.004 |
Abdominal infection, n (%) | 10 (17.9) | 30 (17.4) | 0.943 | 9 (16.1) | 31 (18.0) | 0.739 | 15 (26.8) | 25 (14.5) | 0.036 |
Wound infection, n (%) | 4 (7.1) | 9 (5.2) | 0.592 | 5 (8.9) | 8 (4.7) | 0.231 | 4 (7.1) | 9 (5.2) | 0.592 |
Leakage, n (%) | 5 (8.9) | 7 (4.1) | 0.157 | 4 (7.1) | 8 (4.7) | 0.468 | 4 (7.1) | 8 (4.7) | 0.468 |
Ideal Outcome, n (%) | 35 (62.5) | 157 (91.3) | < 0.001 | 37 (66.1) | 155 (90.1) | < 0.001 | 40 (71.4) | 152 (88.4) | 0.003 |
Mortality at 30-days, n (%) | 19 (33.9) | 13 (7.6) | < 0.001 | 17 (30.4) | 15 (8.7) | < 0.001 | 15 (26.8) | 17 (9.9) | 0.002 |
Mortality at hospital, n (%) | 0 (0.0) | 4 (2.3) | 0.250 | 1 (1.8) | 3 (1.7) | 0.984 | 0 (0.0) | 4 (2.3) | 0.250 |
Readmission with 30-days, n (%) | 1 (1.8) | 7 (4.1) | 0.420 | 2 (3.6) | 6 (3.5) | 0.977 | 3 (5.4) | 5 (2.9) | 0.387 |
Length of stay, d, median [IQR] | 9 [6.25,14.75] | 9 [7, 12] | 0.793 | 8.5 [6,13.75] | 9 [7, 12] | 0.542 | 9.5 [7,14.5] | 9 [7, 12] | 0.475 |
ICU Stay, d, median [IQR] | 0 [0,2.75] | 0 [0,0] | 0.001 | 0 [0,1.75] | 0 [0,0] | 0.012 | 0 [0,1.75] | 0 [0,0] | 0.011 |
Surgical outcome | TPG (AU) | PBSA (mm2/m2) | ||||
---|---|---|---|---|---|---|
Sarcopenia | Non-Sarcopenia | P value | Sarcopenia | Non-Sarcopenia | P value | |
Complication | ||||||
CD grade ≥ 2, n (%) | 33 (58.9) | 56 (32.6) | < 0.001 | 32 (57.1) | 57 (33.1) | 0.001 |
CD Grade ≥ 3, n (%) | 12 (21.4) | 22 (12.8) | 0.115 | 15 (26.8) | 19 (11.0) | 0.004 |
Respiratory infection, n (%) | 20 (35.7) | 30 (17.4) | 0.004 | 21 (37.5) | 29 (16.9) | 0.001 |
Abdominal infection, n (%) | 13 (23.2) | 27 (15.7) | 0.199 | 9 (16.1) | 31 (18.0) | 0.739 |
Wound infection, n (%) | 5 (8.9) | 8 (4.7) | 0.231 | 5 (8.9) | 8 (4.7) | 0.231 |
Leakage, n (%) | 4 (7.1) | 8 (4.7) | 0.468 | 4 (7.1) | 8 (4.7) | 0.468 |
Ideal Outcome, n (%) | 37 (66.1) | 155 (90.1) | < 0.001 | 35 (62.5) | 157 (91.3) | < 0.001 |
Mortality at 30-days, n (%) | 18 (32.1) | 14 (8.1) | < 0.001 | 19 (33.9) | 13 (7.6) | < 0.001 |
Mortality at Hospital, n (%) | 0 (0.0) | 4 (2.3) | 0.250 | 0 (0.0) | 4 (2.3) | 0.250 |
Readmission with 30-days, n (%) | 1 (1.8) | 7 (4.1) | 0.420 | 2 (3.6) | 6 (3.5) | 0.977 |
Length of stay, d, median [IQR] | 9 [6, 15] | 9 [7, 12] | 0.308 | 9 [6, 15] | 9 [7, 12] | 0.994 |
ICU stay, d, median [IQR] | 0 [0,2.75] | 0 [0,0] | 0.005 | 0 [0,3] | 0 [0,0] | < 0.001 |
Univariate analysis
Ideal outcome | Mortality at 30-days | Complication (CD Grade ≥ 2) | ||||
---|---|---|---|---|---|---|
OR (95% CI) | P value | OR (95% CI) | P value | OR (95% CI) | P value | |
Age | 0.942 (0.915–0.971) | < 0.001 | 1.057 (1.025–1.090) | < 0.001 | 1.025 (1.007–1.044) | 0.007 |
Gender | 0.457 (0.204–1.024) | 0.057 | 1.800 (0.792–4.093) | 0.161 | 0.637 (0.370–1.097) | 0.104 |
CCI ≥ 1 | 0.262 (0.110–0.628) | 0.003 | 3.913 (1.542–9.926) | 0.004 | 1.792 (1.035–3.101) | 0.037 |
Malignancy | 0.291 (0.134–0.632) | 0.002 | 3.642 (1.631–8.130) | 0.002 | 2.197 (1.129–4.276) | 0.021 |
Previous abdominal surgery | 0.449 (0.218–0.922) | 0.029 | 1.952 (0.92–4.143) | 0.082 | 1.749 (1.015–3.016) | 0.044 |
Peritoneal soiling | 0.818 (0.395–1.695) | 0.589 | 1.303 (0.604–2.812) | 0.500 | 1.610 (0.933–2.781) | 0.087 |
Surgery (minor/major) | 0.834 (0.408–1.706) | 0.619 | 1.234 (0.582–2.619) | 0.584 | 1.442 (0.844–2.465) | 0.180 |
Sepsis | 0.030 (0.007–0.129) | < 0.001 | 58.353 (7.796–436.784) | < 0.001 | 4.472 (2.533–7.895) | < 0.001 |
BMI | 1.082 (0.973–1.203) | 0.146 | 0.902 (0.805–1.011) | 0.076 | 0.949 (0.879–1.025) | 0.186 |
ASA score (≥ III/I, II) | 0.232 (0.097–0.554) | 0.001 | 5.625 (2.081–15.206) | 0.001 | 3.471 (1.960–6.148) | < 0.001 |
ALB > 35 g/L | 2.932 (1.409–6.101) | 0.004 | 0.278 (0.127–0.611) | 0.001 | 0.419 (0.242–0.726) | 0.002 |
PML3 (low/high) | 0.159 (0.075–0.340) | < 0.001 | 6.281 (2.848–13.852) | < 0.001 | 2.972 (1.598–5.528) | 0.001 |
PMI (low/high) | 0.214 (0.101–0.450) | < 0.001 | 4.562 (2.096–9.931) | < 0.001 | 2.210 (1.198–4.077) | 0.011 |
PMD (low/high) | 0.329 (0.156–0.692) | 0.003 | 3.336 (1.537–7.240) | 0.002 | 2.005
(1.089–3.693) | 0.026 |
TPG (low/high) | 0.214 (0.101–0.450) | < 0.001 | 5.346 (2.443–11.698) | < 0.001 | 2.972 (1.598–5.528) | 0.001 |
PBSA (low/high) | 0.159 (0.075–0.340) | < 0.001 | 6.281 (2.848–13.852) | < 0.001 | 2.690 (1.451–4.987) | 0.002 |
Multivariate analysis
Ideal outcome | PML3 | PMI | PMD | |||
---|---|---|---|---|---|---|
OR (95% CI) | P value | OR (95% CI) | P value | OR (95% CI) | P value | |
Age ≥ 65 | 0.275 (0.104–0.729) | 0.009 | 0.194 (0.073–0.515) | 0.001 | 0.213 (0.085–0.531) | 0.001 |
CCI ≥ 1 | 0.290 (0.096–0.874) | 0.028 | 0.308 (0.105–0.904) | 0.032 | 0.371 (0.134–1.022) | 0.055 |
Sepsis | 0.019 (0.004–0.094) | < 0.001 | 0.021 (0.004–0.099) | < 0.001 | 0.024 (0.005–0.109) | < 0.001 |
Sarcopenia | 0.160 (0.058–0.436) | < 0.001 | 0.176 (0.065–0.480) | 0.001 | 0.514 (0.204–1.292) | 0.157 |
Ideal outcome | TPG | PBSA | ||
---|---|---|---|---|
OR (95% CI) | P value | OR (95% CI) | P value | |
Age ≥ 65 | 0.233 (0.091–0.595) | 0.002 | 0.182 (0.067–0.493) | 0.001 |
CCI ≥ 1 | 0.339 (0.119–0.967) | 0.043 | 0.343 (0.116–1.011) | 0.052 |
Sepsis | 0.024 (0.005–0.110) | < 0.001 | 0.020 (0.004–0.100) | < 0.001 |
Sarcopenia | 0.264 (0.102–0.681) | 0.006 | 0.159 (0.059–0.427) | < 0.001 |
Mortality at 30-days | PML3 | PMI | PMD | |||
---|---|---|---|---|---|---|
OR (95% CI) | P value | OR (95% CI) | P value | OR (95% CI) | P value | |
Age ≥ 65 | 2.386 (0.886–6.422) | 0.085 | 3.334 (1.265–8.790) | 0.015 | 3.186 (1.263–8.038) | 0.014 |
CCI ≥ 1 | 3.691 (1.180–11.547) | 0.025 | 3.395 (1.116–10.326) | 0.031 | 2.866 (0.996–8.247) | 0.051 |
Sepsis | 78.036 (9.667–629.942) | < 0.001 | 70.958 (8.964–561.702) | < 0.001 | 64.746
(8.396–499.279) | < 0.001 |
Sarcopenia | 6.326 (2.287–17.499) | < 0.001 | 4.983 (1.842–13.477) | 0.002 | 2.256 (0.885–5.748) | 0.088 |
Mortality at 30-days | TPG | PBSA | ||
---|---|---|---|---|
OR (95% CI) | P value | OR (95% CI) | P value | |
Age ≥ 65 | 2.827 (1.081–7.391) | 0.034 | 3.538 (1.317–9.509) | 0.012 |
CCI ≥ 1 | 3.213 (1.069–9.662) | 0.038 | 3.111 (1.018–9.506) | 0.046 |
Sepsis | 66.086 (8.437–517.681) | < 0.001 | 71.272 (8.880–572.032) | < 0.001 |
Sarcopenia | 4.571 (1.732–12.065) | 0.002 | 5.712 (2.133–15.295) | 0.001 |
Ideal outcome | Mortality at 30-days | |
---|---|---|
AUC (95% CI) | AUC (95% CI) | |
PML3 | 0.922 (0.886–0.958) | 0.920 (0.881–0.959) |
PMI | 0.914 (0.873–0.956) | 0.915 (0.872–0.959) |
PMD | 0.900 (0.856–0.944) | 0.899 (0.855–0.943) |
TPG | 0.914 (0.873–0.955) | 0.917 (0.879–0.956) |
PBSA | 0.918 (0.877–0.959) | 0.917 (0.874–0.961) |