| Literature DB >> 34991517 |
Danni He1,2, Ning Li3, Xiuxiu Lu3, Wei Li3, Yuanmei Chen1, Zhongyuan Sun3, Lipeng Zhang2,4, Linying Guo3, Xiaodai Cui5, Guowei Song5, Wenquan Niu6, Qi Zhang7.
Abstract
BACKGROUND: Sepsis is a leading cause of pediatric morbidity and mortality worldwide. The aim of this study was to explore the association of decreased mitochondrial respiratory chain enzyme activities with the risk for pediatric sepsis, and explore their association with mortality among affected children.Entities:
Keywords: Children; Mitochondrial Respiratory Chain Enzymes; Mortality; Risk; Sepsis
Mesh:
Year: 2022 PMID: 34991517 PMCID: PMC8740061 DOI: 10.1186/s12879-021-07014-6
Source DB: PubMed Journal: BMC Infect Dis ISSN: 1471-2334 Impact factor: 3.090
Fig. 1Flow diagram of included participants
Baseline characteristics of study participants in this study
| Characteristics | Deceased | Survived | P |
|---|---|---|---|
| Age, months | 26 ± 37.13 | 27.32 ± 35.23 | 0.835 |
| Male, n (%) | 11 (68.8%) | 25 (73.5%) | 0.726 |
| SOFA, n (%) | 0.047 | ||
| 0 to 10 | 3 (18.8%) | 19 (55.9%) | |
| 10 to 20 | 11 (68.8%) | 13 (38.2%) | |
| > 20 | 2 (12.5%) | 2 (5.9%) | |
| PCIS, n (%) | 0.005 | ||
| 80 to 100 | 2 (12.5%) | 19 (55.9%) | |
| 71 to 80 | 4 (25%) | 8 (23.5%) | |
| 0 to 70 | 10 (62.5%) | 7 (20.6%) | |
| MODS > 4 Organs, n (%) | 14 (87.5%) | 14 (41.2%) | 0.002 |
| MOF > 3 Organs, n (%) | 11 (68.8%) | 9 (26.5%) | 0.004 |
| DIC, n (%) | 14 (87.5%) | 22 (64.7%) | 0.094 |
| Shock, n (%) | 13 (81.3%) | 23 (67.6%) | 0.318 |
| ARDS, n (%) | 12 (75%) | 19 (55.9%) | 0.194 |
| Brain Failure, n (%) | 14 (87.5%) | 21 (61.8%) | 0.064 |
| Respiratory Failure, n (%) | 13 (81.3%) | 26 (76.5%) | 0.704 |
| Heart Failure, n (%) | 11 (68.8%) | 8 (23.5%) | 0.002 |
| Liver Failure, n (%) | 12 (75%) | 6 (17.6%) | < 0.001 |
| Kidney Failure, n (%) | 6 (37.5%) | 5 (14.7%) | 0.07 |
| Stomach Failure, n (%) | 12 (75%) | 14 (41.2%) | 0.026 |
| Pancreas Failure, n (%) | 3 (18.8%) | 1 (2.9%) | 0.055 |
| Metabolic Acidosis, n (%) | 12 (75%) | 16 (47.1%) | 0.063 |
| Th1 cell (n/μl) | 4.2 (1.9 to 6.5) | 2.3 (1.9 to 2.6) | 0.308 |
| Th2 cell (n/μl) | 0.3 (0.1 to 0.6) | 0.1 (0.1 to 0.2) | 0.075 |
| CD3 (n/μl) | 60 (53 to 71) | 60 (40 to 73) | 0.721 |
| CD4 (n/μl) | 32.5 (22 to 44) | 23 (17 to 41) | 0.251 |
| CD8 (n/μl) | 21.5 (17 to 27) | 23 (18 to 33) | 0.818 |
| CD4/CD8 | 1.55 (0.87 to 2.19) | 1 (0.68 to 1.5) | 0.284 |
| CD19 (n/μl) | 27.4 (24.4 to 41) | 28 (9 to 46) | 0.858 |
| CD16/CD56 | 6.5 (3 to 13) | 9 (3 to 22) | 0.294 |
| IgG (g/L) | 8.86 (6.46 to 13.76) | 14.47 (10.26 to 23.61) | 0.039 |
| IgA (g/L) | 0.8 (0.31 to 1.28) | 0.36 (0.19 to 0.81) | 0.260 |
| IgM (g/L) | 0.84 (0.53 to 1.09) | 0.53 (0.35 to 0.76) | 0.061 |
| TRIG (mmol/L) | 1.51 (0.97 to 2.39) | 2.22 (1.5 to 2.69) | 0.105 |
| HDL (mmol/L) | 0.81 (0.59 to 1.03) | 0.69 (0.41 to 0.96) | 0.173 |
| LDL (mmol/L) | 2.21 (1.63 to 2.79) | 3.1 (2.17 to 3.79) | 0.038 |
| ALT (U/L) | 28 (17.45 to 68.55) | 168.5 (37.3 to 181.1) | 0.003 |
| AST (U/L) | 50.15 (30.95 to 121.9) | 104.1 (65.45 to 188.2) | 0.105 |
| LD (U/L) | 320 (260 to 828) | 874 (660 to 1089) | 0.016 |
| HBDH (U/L) | 293.5 (199 to 741) | 539 (413 to 749) | 0.118 |
| CK (U/L) | 44.5 (32 to 77.5) | 59 (20 to 142) | 0.836 |
| CKMB (ng/mL) | 18 (12 to 27) | 23.5 (18 to 38) | 0.075 |
| Glucose (mmol/L) | 5.61 (4.81 to 6.74) | 5.6 (3.2 to 8.15) | 0.639 |
| Ca (mmol/L) | 2.26 (2.08 to 2.35) | 1.96 (1.81 to 2.28) | 0.015 |
| WBC (10^9/L) | 12.9 (8.14 to 16.65) | 11.8 (7.02 to 16.96) | 0.920 |
| CRP (mg/mL) | 8 (2 to 54) | 23 (15 to 34) | 0.116 |
| PCT (ng/mL) | 1.38 (0.27 to 2.55) | 1.7 (0.1 to 2.89) | 0.958 |
P values are calculated by nonparametric Wilcoxon rank sum tests for continuous variables expressed as median (interquartile range) and χ2 tests for categorical variables expressed as count and percent
SOFA Sequential organ failure score, PCIS Pediatric critical illness score, MODS Multiple organ dysfunction syndrome, MOF Multiple organ failure, DIC Disseminated intravascular coagulation, ARDS Acute respiratory distress syndrome, TRIG Triglyceride, HDL High-density lipoprotein, LDL Low density lipoprotein, ALT Alanine transaminase, AST Aspartate aminotransferase, LD Lactate dehydrogenase, HBDH Hydroxybutyrate dehydrogenase, CK Creatine Kinase, CKMB Creatine phosphokinase-Mb, WBC White blood cell, CRP C-Reactive Protein, PCT Procalcitonin
The comparisons of circulating biomarkers between children with sepsis and controls, as well as between survived and deceased in children with sepsis
| Biomarkers | Controls | Children with sepsis | ||||
|---|---|---|---|---|---|---|
| All | Deceased | Survived | ||||
| CoQ10 (μmol/L) | 1.0 (0.8 to 1.2) | 0.7 (0.5 to 1.0) | 0.5 (0.4 to 0.6) | 0.8 (0.6 to 1.1) | < 0.001 | < 0.001 |
| Complex I (nmol/min.mg) | 107.7 (95.2 to 120.8) | 107.1 (98.8 to 124.4) | 113.8 (98.5 to 125.0) | 106.2 (98.8 to 124.4) | 0.460 | 0.371 |
| Complex II (nmol/min.mg) | 99.6 (88.0 to 108.1) | 88.2 (78.8 to 100.7) | 87.1 (70.1 to 98.5) | 91.3 (79.9 to 101.4) | 0.004 | 0.499 |
| Complex II + III (nmol/min.mg) | 186.3 (170.2 to 202.7) | 184.9 (158.8 to 199.8) | 186.8 (132.2 to 207.5) | 182.3 (163.6 to 199.6) | 0.260 | 0.606 |
| Complex IV (nmol/min.mg) | 136.3 (123.1 to 155.7) | 143.6 (88.1 to 166.6) | 149.2 (88.8 to 164.1) | 132.3 (88.1 to 166.8) | 0.521 | 0.983 |
| Complex I + III (nmol/min.mg) | 898.1 (806.9 to 1083.1) | 622.8 (384.7 to 811.9) | 236.8 (132.6 to 592.5) | 731.7 (563.4 to 823.4) | < 0.001 | < 0.001 |
| FoF1-ATPase (nmol/min.mg) | 751.9 (605 to 903.3) | 356.6 (222.8 to 544.7) | 383.9 (215.3 to 710.8) | 335.2 (222.8 to 535.1) | < 0.001 | 0.486 |
P values are calculated by t-test for normal variables and nonparametric Wilcoxon rank sum tests for non-normal data expressed as median (interquartile range). P1: Children with sepsis versus controls; P2: Survived versus deceased
CoQ10 Coenzyme Q10
Risk prediction of circulating biomarkers for the risk of sepsis, as well as the mortality risk
| Significant risk factors | cOR | 95% CI | P | aOR | 95% CI | P* |
|---|---|---|---|---|---|---|
| Children with sepsis versus controls | ||||||
| CoQ10 (+ 0.05 μmol/L) | 0.88 | 0.82 to 0.95 | 0.001 | 0.85 | 0.77 to 0.93 | 0.001 |
| Complex I (+20 nmol/min.mg) | 1.19 | 0.75 to 1.89 | 0.456 | 1.02 | 0.59 to 1.78 | 0.942 |
| Complex II (+50 nmol/min.mg) | 0.29 | 0.10 to 0.85 | 0.025 | 0.29 | 0.10 to 0.85 | 0.025 |
| Complex II + III (+50 nmol/min.mg) | 0.71 | 0.39 to 1.28 | 0.258 | 0.42 | 0.20 to 0.90 | 0.026 |
| Complex IV (+ 100 nmol/min.mg) | 0.69 | 0.23 to 2.10 | 0.517 | 0.25 | 0.06 to 1.04 | 0.057 |
| Complex I + III (+ 50 nmol/min.mg) | 0.71 | 0.61 to 0.83 | < 0.001 | 0.68 | 0.57 to 0.82 | < 0.001 |
| FoF1-ATPase (+ 100 nmol/min.mg) | 0.53 | 0.42 to 0.68 | < 0.001 | 0.53 | 0.40 to 0.70 | < 0.001 |
| Children with sepsis: deceased versus survived | ||||||
| CoQ10 (+ 0.05 μmol/L) | 0.74 | 0.61 to 0.90 | 0.003 | 0.73 | 0.59 to 0.90 | 0.004 |
| Complex I (+ 20 nmol/min.mg) | 1.35 | 0.71 to 2.58 | 0.364 | 1.38 | 0.71 to 2.65 | 0.340 |
| Complex II (+ 50 nmol/min.mg) | 1.30 | 0.36 to 4.80 | 0.690 | 1.32 | 0.35 to 4.96 | 0.678 |
| Complex I + III (+ 50 nmol/min.mg) | 0.81 | 0.37 to 1.77 | 0.598 | 0.79 | 0.33 to 1.85 | 0.580 |
| Complex IV (+ 100 nmol/min.mg) | 1.15 | 0.29 to 4.59 | 0.841 | 1.14 | 0.27 to 4.80 | 0.857 |
| Complex I + III (+50 nmol/min.mg) | 0.79 | 0.68 to 0.91 | 0.001 | 0.76 | 0.64 to 0.89 | 0.001 |
| FoF1-ATPase (+ 100 nmol/min.mg) | 1.08 | 0.87 to 1.35 | 0.478 | 1.08 | 0.87 to 1.35 | 0.481 |
cOR crude odds ratio, aOR adjusted odds ratio, 95% CI 95% confidence interval
*P was calculated after adjusting for age and sex. Data are expressed as odds ratio, 95% confidence interval, P value
Prediction accuracy for sepsis mortality risk gained by adding each circulating biomarker to basic model
| Statistics | Basic Model | Basic Model Plus | |||||||
|---|---|---|---|---|---|---|---|---|---|
| CoQ10 | Complex I | Complex II + III | Complex II + III | Complex IV | Complex I + III | FoF1-ATPase | CoQ10 and Complex I + III | ||
| Calibration | |||||||||
| AIC | 56.67 | 44.57 | 50.70 | 49.36 | 49.04 | 50.49 | 43.06 | 49.84 | 39.96 |
| BIC | 68.14 | 57.95 | 64.08 | 62.74 | 62.43 | 63.87 | 56.44 | 63.23 | 55.25 |
| LR | Ref | 14.1 | 7.97 | 9.31 | 9.62 | 8.18 | 15.61 | 8.82 | 20.71 |
| LR (P) | Ref | < 0.001 | 0.005 | 0.002 | 0.002 | 0.004 | < 0.001 | 0.003 | < 0.001 |
| Discrimination | |||||||||
| NRI | Ref | 0.032 | 0.317 | 0.083 | 0.157 | 0.498 | 0.046 | 0.632 | 0.005 |
| IDI | Ref | 0.003 | 0.808 | 0.265 | 0.575 | 0.392 | 0.006 | 0.377 | < 0.001 |
| ROC area | 0.881 | 0.932 | 0.881 | 0.884 | 0.893 | 0.888 | 0.928 | 0.903 | 0.950 |
| ROC curve P | Ref | 0.143 | 0.389 | 0.864 | 0.593 | 0.731 | 0.185 | 0.613 | 0.047 |
AIC Akaike information criterion, BIC Bayesian information criterion, LR likelihood ratio, NRI net reclassification improvement, IDI integrated discrimination improvement, ROC Relative operating characteristic curve, Ref. reference group. Basic model included age, gender, Pediatric critical illness score (Day 1), number of multiple organ failure, and shock
Fig. 2Nomogram prediction model of significant attributes for mortality risk in children with sepsis