Gastroenterology Research, ISSN 1918-2805 print, 1918-2813 online, Open Access |
Article copyright, the authors; Journal compilation copyright, Gastroenterol Res and Elmer Press Inc |
Journal website https://www.gastrores.org |
Original Article
Volume 13, Number 5, October 2020, pages 199-207
Fungal Infection in Acutely Decompensated Cirrhosis Patients: Value of Model for End-Stage Liver Disease Score
Figure
Tables
Variable | Infection frequency (%)/mean ± SD | OR (95% CI) | C-statistics | P value |
---|---|---|---|---|
Y/N: yes/no; SD: standard deviation; C-statistic: concordance statistic; OR: odds ratio; CI: confidence interval; SIRS: systemic inflammatory response syndrome; DM: diabetes mellitus; CKD: chronic kidney diseases; HD: hemodialysis; TIPS: transjugular intrahepatic portosystemic shunt; Fib-4: fibrosure-4; APRI: AST to platelet ration index; CTP: Child-Turcotte-Pugh; MELD: model for end-stage liver disease; WBC: white blood cell count; Hb: hemoglobin; PT: prothrombin; INR: international normalized ratio; PTT: prothrombin time; TB: total bilirubin; DB: direct bilirubin; ALB: albumin; ALP: alkaline phosphatase test; AST: aspartate aminotransferase; ALT: alanine transaminase; Cr: creatinine. | ||||
SIRS criteria, Y/N (n = 455) | 159 (84.13)/116 (43.61) | 6.85 (4.33, 10.85) | 0.71 | < 0.0001 |
Sex, male/female | 164 (55.78)/113 (69.33) | 0.56 (0.37, 0.84) | 0.57 | < 0.01 |
DM, Y/N (n = 455) | 103 (68.67)/173 (56.72) | 1.67 (1.11, 2.53) | 0.56 | 0.01 |
CKD, Y/N (n = 456) | 36 (66.67)/240 (59.70) | 1.35 (0.74, 2.46) | 0.52 | 0.33 |
HD, Y/N | 21 (87.50)/256 (59.12) | 4.84 (1.42, 16.45) | 0.53 | 0.01 |
Chemotherapy, Y/N (n = 449) | 2 (28.57)/269 (60.86) | 0.26 (0.05, 1.34) | 0.51 | 0.11 |
Immunotherapy, Y/N (n = 454) | 20 (55.56)/256 (61.24) | 0.79 (0.40, 1.57) | 0.51 | 0.50 |
History of Clostridium difficile, Y/N | 13 (76.47)/264 (60.00) | 2.17 (0.70, 6.75) | 0.51 | 0.18 |
History of cocci, Y/N | 7 (50.00)/270 (60.95) | 0.64 (0.22, 1.86) | 0.51 | 0.41 |
TIPS, Y/N | 28 (65.12)/249 (60.14) | 1.24 (0.64, 2.39) | 0.51 | 0.53 |
Ever smoker, Y/N (n = 453) | 137 (58.05)/137 (63.13) | 0.81 (0.55, 1.18) | 0.53 | 0.27 |
Ever drinker, Y/N (n = 442) | 164 (56.55)/103 (67.76) | 0.62 (0.41, 0.94) | 0.55 | 0.02 |
Antibiotic, Y/N (n = 441) | 38 (76.00)/229 (58.57) | 2.24 (1.14, 4.42) | 0.54 | 0.02 |
Supplements, Y/N (n = 456) | 36 (61.02)/240 (60.45) | 1.02 (0.59, 1.79) | 0.50 | 0.93 |
Lactate (n = 314) | 3.29 ± 2.77 | 1.19 (1.05, 1.34) | 0.58 | < 0.01 |
Platelet | 117.28 ± 78.21 | 0.999 (0.997, 1.002) | 0.53 | 0.58 |
Fib-4 | 12.09 ± 26.13 | 1.003 (0.995, 1.011) | 0.51 | 0.48 |
APRI | 5.11 ± 17.57 | 1.01 (0.99, 1.02) | 0.48 | 0.38 |
CTP | 11.48 ± 1.46 | 1.10 (0.96, 1.25) | 0.54 | 0.16 |
MELD (n = 428) | 18.73 ± 8.52 | 1.04 (1.02, 1.07) | 0.60 | < 0.01 |
Age (n = 456) | 55.50 ± 10.87 | 1.03 (1.02, 1.05) | 0.60 | < 0.001 |
WBC (n = 456) | 9.08 ± 6.03 | 1.08 (1.04, 1.12) | 0.58 | < 0.0001 |
Hb | 11.16 ± 2.78 | 0.99 (0.92, 1.06) | 0.51 | 0.74 |
PT (n = 433) | 21.42 ± 17.95 | 1.00 (0.99, 1.01) | 0.56 | 0.67 |
INR (n= 433) | 1.69 ± 0.96 | 1.25 (0.98, 1.61) | 0.57 | 0.08 |
PTT (n = 231) | 38.57 ± 16.80 | 1.03 (1.00, 1.06) | 0.58 | < 0.05 |
TB (n = 453) | 5.00 ± 6.32 | 0.99 (0.97, 1.02) | 0.49 | 0.69 |
DB (n = 106) | 5.70 ± 5.51 | 0.99 (0.92, 1.06) | 0.45 | 0.73 |
ALB (n = 402) | 3.43 ± 12.04 | 1.01 (0.98, 1.05) | 0.42 | 0.45 |
ALP (n = 455) | 163.77 ± 128.99 | 0.999 (0.997, 1.000) | 0.51 | 0.18 |
AST | 115.86 ± 248.31 | 1.00 (0.999, 1.001) | 0.47 | 0.54 |
ALT | 64.95 ± 155.36 | 1.00 (0.999, 1.001) | 0.46 | 0.77 |
Cr (n = 454) | 1.54 ± 1.88 | 1.19 (1.03, 1.38) | 0.60 | 0.02 |
Variable | Infection frequency (%)/mean ± SD | OR (95% CI) | C-statistics | P value |
---|---|---|---|---|
Y/N: yes/no; SD: standard deviation; C-statistic: concordance statistic; OR: odds ratio; CI: confidence interval; SIRS: systemic inflammatory response syndrome; DM: diabetes mellitus; CKD: chronic kidney diseases; HD: hemodialysis; TIPS: transjugular intrahepatic portosystemic shunt; Fib-4: fibrosure-4; APRI: AST to platelet ration index; CTP: Child-Turcotte-Pugh; MELD: model for end-stage liver disease; WBC: white blood cell count; Hb: hemoglobin; PT: prothrombin; INR: international normalized ratio; PTT: prothrombin time; TB: total bilirubin; DB: direct bilirubin; ALB: albumin; ALP: alkaline phosphatase test; AST: aspartate aminotransferase; ALT: alanine transaminase; Cr: creatinine. | ||||
SIRS criteria, Y/N (n = 455) | 114 (60.32)/92 (34.59) | 2.88 (1.96, 4.23) | 0.63 | < 0.0001 |
Sex, male/female | 120 (40.82)/86 (52.76) | 0.62 (0.42, 0.91) | 0.56 | 0.01 |
DM, Y/N (n = 455) | 70 (46.67)/135 (44.26) | 1.10 (0.74, 1.63) | 0.51 | 0.63 |
CKD, Y/N (n = 456) | 28 (51.85)/177 (44.03) | 1.37 (0.78, 2.42) | 0.52 | 0.28 |
HD, Y/N | 15 (62.50)/191 (44.11) | 2.11 (0.90, 4.93) | 0.52 | 0.08 |
Chemotherapy, Y/N (n = 449) | 1 (14.29)/200 (45.25) | 0.20 (0.02, 1.69) | 0.51 | 0.14 |
Immunotherapy, Y/N (n = 454) | 12 (33.33)/194 (46.41) | 0.58 (0.28, 1.19) | 0.52 | 0.13 |
History of Clostridium difficile, Y/N | 7 (41.18)/199 (45.23) | 0.85 (0.32, 2.27) | 0.50 | 0.74 |
History of cocci, Y/N | 5 (35.71)/201 (45.37) | 0.67 (0.22, 2.03) | 0.51 | 0.48 |
TIPS, Y/N | 25 (58.14)/181 (43.72) | 1.79 (0.95, 3.38) | 0.53 | 0.07 |
Ever smoker, Y/N (n = 453) | 94 (39.83)/109 (50.23) | 0.66 (0.45, 0.95) | 0.55 | 0.03 |
Ever drinker, Y/N (n = 442) | 121 (41.72)/77 (50.66) | 0.70 (0.47, 1.04) | 0.54 | 0.07 |
Antibiotic, Y/N (n = 441) | 28 (56.00)/172 (43.99) | 1.62 (0.90, 2.93) | 0.52 | 0.11 |
Supplements, Y/N (n = 456) | 27 (45.76)/179 (45.09) | 1.03 (0.59, 1.78) | 0.50 | 0.92 |
Lactate (n = 314) | 3.29 ± 2.77 | 1.11 (1.01, 1.21) | 0.58 | 0.02 |
Platelet | 117.28 ± 78.21 | 1.001 (0.999, 1.004) | 0.52 | 0.23 |
Fib-4 | 12.09 ± 26.13 | 1.003 (0.996, 1.010) | 0.47 | 0.40 |
APRI | 5.11 ± 17.57 | 1.01 (0.99, 1.02) | 0.45 | 0.28 |
CTP | 11.48 ± 1.46 | 1.16 (1.02, 1.32) | 0.57 | 0.02 |
MELD (n = 428) | 18.73 ± 8.52 | 1.02 (1.00, 1.05) | 0.56 | 0.05 |
Age (n = 456) | 55.50 ± 10.87 | 1.03 (1.01, 1.05) | 0.59 | < 0.01 |
WBC (n = 456) | 9.08 ± 6.03 | 1.06 (1.03, 1.10) | 0.58 | < 0.001 |
Hb | 11.16 ± 2.78 | 0.98 (0.92, 1.05) | 0.51 | 0.58 |
PT (n = 433) | 21.42 ± 17.95 | 1.01 (0.99, 1.02) | 0.55 | 0.35 |
INR (n = 433) | 1.69 ± 0.96 | 1.20 (0.97, 1.49) | 0.55 | 0.09 |
PTT (n = 231) | 38.57 ± 16.80 | 1.01 (0.99, 1.03) | 0.57 | 0.28 |
TB (n = 453) | 5.00 ± 6.32 | 0.98 (0.95, 1.01) | 0.52 | 0.27 |
DB (n = 106) | 5.70 ± 5.51 | 1.00 (0.93, 1.07) | 0.51 | 0.95 |
ALB (n = 402) | 3.43 ± 12.04 | 1.00 (0.98, 1.01) | 0.53 | 0.73 |
ALP (n = 455) | 163.77 ± 128.99 | 0.999 (0.997, 1.000) | 0.54 | 0.13 |
AST | 115.86 ± 248.31 | 1.000 (0.999, 1.001) | 0.47 | 0.84 |
ALT | 64.95 ± 155.36 | 1.000 (0.998, 1.001) | 0.57 | 0.62 |
Cr (n = 454) | 1.54 ± 1.88 | 1.10 (0.98, 1.22) | 0.59 | 0.09 |
Variable | Infection frequency (%)/mean ± SD | OR (95% CI) | C-statistics | P value |
---|---|---|---|---|
Y/N: yes/no; SD: standard deviation; C-statistic: concordance statistic; OR: odds ratio; CI: confidence interval; SIRS: systemic inflammatory response syndrome; DM: diabetes mellitus; CKD: chronic kidney diseases; HD: hemodialysis; TIPS: transjugular intrahepatic portosystemic shunt; Fib-4: fibrosure-4; APRI: AST to platelet ration index; CTP: Child-Turcotte-Pugh; MELD: model for end-stage liver disease; WBC: white blood cell count; Hb: hemoglobin; PT: prothrombin; INR: international normalized ratio; PTT: prothrombin time; TB: total bilirubin; DB: direct bilirubin; ALB: albumin; ALP: alkaline phosphatase test; AST: aspartate aminotransferase; ALT: alanine transaminase; Cr: creatinine. | ||||
SIRS criteria, Y/N (n = 455) | 12 (6.35)/13 (4.89) | 1.32 (0.59, 2.96) | 0.53 | 0.50 |
Sex, male/female | 13 (4.42)/12 (7.36) | 0.58 (0.26, 1.31) | 0.57 | 0.19 |
DM, Y/N (n = 455) | 11 (7.33)/14 (4.59) | 1.65 (0.73, 3.72) | 0.56 | 0.23 |
CKD, Y/N (n = 456) | 4 (7.41)/21 (5.22) | 1.45 (0.48, 4.40) | 0.52 | 0.51 |
HD, Y/N | 1 (4.17)/24 (5.54) | 0.74 (0.10, 5.72) | 0.51 | 0.77 |
Chemotherapy, Y/N (n = 449) | 1 (14.29)/24 (5.43) | 2.90 (0.34, 25.09) | 0.51 | 0.33 |
Immunotherapy, Y/N (n = 454) | 3 (8.33)/22 (5.26) | 1.64 (0.47, 5.75) | 0.52 | 0.44 |
History of Clostridium difficile, Y/N | 0 (0)/25 (5.68) | NA | 0.52 | 0.98 |
History of cocci, Y/N | 0 (0)/25 (5.64) | NA | 0.52 | 0.98 |
TIPS, Y/N | 1 (2.33)/24 (5.80) | 0.39 (0.05, 2.93) | 0.53 | 0.36 |
Ever smoker, Y/N (n = 453) | 13 (5.51)/12 (5.53) | 1.00 (0.44, 2.23) | 0.50 | 0.99 |
Ever drinker, Y/N (n = 442) | 15 (5.17)/9 (5.92) | 0.87 (0.37, 2.03) | 0.52 | 0.74 |
Antibiotic, Y/N (n = 441) | 5 (10.00)/20 (5.12) | 2.06 (0.74, 5.76) | 0.55 | 0.17 |
Supplements, Y/N (n = 456) | 2 (3.39)/23 (5.79) | 0.57 (0.13, 2.49) | 0.53 | 0.45 |
Lactate (n = 314) | 3.29 ± 2.77 | 1.10 (0.98, 1.25) | 0.62 | 0.11 |
Platelet | 117.28 ± 78.21 | 0.996 (0.990, 1.002) | 0.55 | 0.21 |
Fib-4 | 12.09 ± 26.13 | 1.00 (0.99, 1.02) | 0.57 | 0.76 |
APRI | 5.11 ± 17.57 | 0.99 (0.95, 1.03) | 0.45 | 0.67 |
CTP | 11.48 ± 1.46 | 1.20 (0.91, 1.60) | 0.55 | 0.20 |
MELD (n = 428) | 18.73 ± 8.52 | 1.06 (1.01, 1.10) | 0.69 | 0.01 |
Age (n = 456) | 55.50 ± 10.87 | 1.01 (0.98, 1.05) | 0.53 | 0.53 |
WBC (n = 456) | 9.08 ± 6.03 | 0.96 (0.89, 1.04) | 0.51 | 0.35 |
Hb | 11.16 ± 2.78 | 0.84 (0.72, 0.97) | 0.64 | 0.02 |
PT (n = 433) | 21.42 ± 17.95 | 1.013 (1.001, 1.026) | 0.70 | 0.03 |
INR (n = 433) | 1.69 ± 0.96 | 1.34 (1.03, 1.74) | 0.71 | 0.03 |
PTT (n = 231) | 38.57 ± 16.80 | 1.015 (0.996, 1.034) | 0.73 | 0.13 |
TB (n = 453) | 5.00 ± 6.32 | 1.052 (1.004, 1.102) | 0.63 | 0.03 |
DB (n = 106) | 5.70 ± 5.51 | 0.91 (0.76, 1.10) | 0.52 | 0.35 |
ALB (n = 402) | 3.43 ± 12.04 | 1.013 (0.996, 1.031) | 0.41 | 0.13 |
ALP (n = 455) | 163.77 ± 128.99 | 0.999 (0.995, 1.003) | 0.53 | 0.59 |
AST | 115.86 ± 248.31 | 0.996 (0.990, 1.003) | 0.52 | 0.27 |
ALT | 64.95 ± 155.36 | 0.99 (0.98, 1.01) | 0.56 | 0.18 |
Cr (n = 454) | 1.54 ± 1.88 | 1.01 (0.82, 1.25) | 0.51 | 0.89 |
Variable | Best cutoffa | Sensitivityb | Specificityb | Youdenc |
---|---|---|---|---|
aThe value maximizes Youden statistic. bROC analysis was performed to derive sensitivity and specificity based on a logistic regression model with the continuous variable of interest (e.g., MELD) as the only covariate. cYouden = sensitivity + specificity - 1. MELD: model for end-stage liver disease; ROC: receiver operating characteristic. | ||||
MELD | 19.33 | 81.8% | 58.6% | 40.4% |
Total bilirubin | 4.20 | 64.0% | 67.8% | 31.8% |
International normalized ratio | 1.50 | 79.2% | 54.8% | 33.9% |
Hemoglobin | 11.30 | 76.0% | 49.8% | 25.8% |