| Literature DB >> 35054232 |
Tobias Puengel1,2, Beate Weber2, Theresa H Wirtz2, Lukas Buendgens2, Sven H Loosen3, Lukas Geisler1, Burcin Özdirik1, Karim Hamesch2, Samira Abu Jhaisha2, Jonathan F Brozat2, Philipp Hohlstein2, Albrecht Eisert4,5, Eray Yagmur6, Christian Trautwein2, Frank Tacke1, Alexander Koch2.
Abstract
Soluble receptor activator of nuclear factor κ B ligand (sRANKL) is a member of the tumor necrosis factor receptor superfamily, and therefore, involved in various inflammatory processes. The role of sRANKL in the course of bone remodeling via activation of osteoclasts as well as chronic disease progression has been described extensively. However, the potential functional importance of sRANKL in critically ill or septic patients remained unknown. Therefore, we measured sRANKL serum concentrations in 303 critically ill patients, including 203 patients with sepsis and 100 with non-sepsis critical illness. Results were compared to 99 healthy controls. Strikingly, in critically ill patients sRANKL serum levels were significantly decreased at intensive care unit (ICU) admission (p = 0.011) without differences between sepsis and non-sepsis patients. Inline, sRANKL was correlated with markers of metabolic dysregulation, such as pre-existing diabetes and various adipokines (e.g., adiponectin, leptin receptor). Importantly, overall mortality of critically ill patients in a three-year follow-up was significantly associated with decreased sRANKL serum concentrations at ICU admission (p = 0.038). Therefore, our study suggests sRANKL as a biomarker in critically ill patients which is associated with poor prognosis and overall survival beyond ICU stay.Entities:
Keywords: adipokine; critical illness; diabetes; glucose metabolism; inflammation; intensive care unit (ICU); prognosis; sepsis; soluble receptor activator of nuclear factor κ B ligand (sRANKL)
Year: 2021 PMID: 35054232 PMCID: PMC8774641 DOI: 10.3390/diagnostics12010062
Source DB: PubMed Journal: Diagnostics (Basel) ISSN: 2075-4418
Baseline patient characteristics and Soluble receptor activator of nuclear factor κ B ligand (sRANKL) plasma measurements.
| Parameter | All Patients | Sepsis | Non-Sepsis | |
|---|---|---|---|---|
| Number | 303 | 203 | 100 | |
| Sex (male/female) | 185/118 | 124/79 | 61/39 | n.s. |
| Age median, (range in years) | 63 (18–89) | 65 (21–89) | 60 (18–85) | n.s. |
| BMI median, (range in kg/m2) | 26 (16–87) | 26 (17–87) | 26 (16–53) | n.s. |
| Type 2 Diabetes presence (%) | 82 (27) | 54 (27) | 28 (28) | n.s. |
| APACHE-II score, median (range) | 18 (2–43) | 19 (3–43) | 15 (2–33) | <0.001 |
| SOFA score, median (range) | 9 (0–19) | 10 (0–19) | 7 (0–17) | 0.001 |
| SAPS 2 score, median (range) | 43 (0–80) | 44 (0–79) | 42 (13–80) | n.s. |
| Mechanical ventilation, | 226 (75) | 160 (79) | 66 (66) | 0.016 |
| Vasopressor demand, | 167 (55) | 123 (60) | 44 (44) | <0.001 |
| ICU days, median (range) | 9 (1–357) | 12 (1–137) | 7 (1–357) | <0.001 |
| 30-day mortality, | 95 (31) | 67 (33) | 28 (28) | <0.001 |
| 3-year mortality, | 152 (50) | 88 (43) | 64 (64) | <0.001 |
| sRANKL, median (range in pmol/L) | 0.04 (0–2.58) | 0.04 (0–2.58) | 0.07 (0–1.79) | 0.085 |
| CRP, median (range in mg/L) | 93 (5–230) | 152 (5–230) | 17 (5–230) | <0.001 |
| Leucocytes, median (range in per nL) | 12.5 (1.8–149.0) | 12.9 (1.8–149.0) | 12.1 (1.8–29.6) | 0.025 |
| Cystatin C, median (range in mg/L) | 1.81 (0.41–7.57) | 2.00 (0.41–7.57) | 1.26 (0.41–5.41) | <0.001 |
| Bilirubin, median (range in mg/dL) | 0.8 (0.1–40.4) | 0.78 (0.1–40.4) | 0.8 (0.1–39.1) | n.s. |
For quantitative variables, median and range (in parenthesis) are given. * Significance between sepsis and non-sepsis patients was assessed using the Mann–Whitney U test or chi-squared test. Abbreviations: BMI, body mass index; APACHE, Acute Physiology and Chronic Health Evaluation; SOFA, sequential organ failure assessment; SAPS 2, Simplified Acute Physiology Score 2; ICU, intensive care unit; sRANKL, Soluble receptor activator of nuclear factor κ B ligand; CRP, C-reactive protein.
Disease etiology of the study population leading to ICU admission.
| Etiology in Critically Ill Patients | Sepsis |
|---|---|
| Pulmonary (%) | 115 (57) |
| Abdominal (%) | 33 (16) |
| Urogenital (%) | 8 (4) |
| Other (%) | 47 (23) |
|
|
|
| Cardio-pulmonary disorder (%) | 35 (35) |
| Decompensated liver cirrhosis (%) | 17 (17) |
| Acute pancreatitis (%) | 13 (13) |
| Severe gastrointestinal hemorrhage (%) | 7 (7) |
| Acute liver failure (%) | 4 (4) |
| Other (%) | 24 (24) |
Data are shown in absolute numbers and % (in parenthesis).
Figure 1Serum sRANKL concentrations in critically ill patients and sepsis. (A) On the day of ICU admission, sRANKL serum concentrations were significantly reduced in critically ill patients compared to healthy controls (p = 0.011). (B) Among critically ill patients sRANKL serum levels showed reduced levels in sepsis patients compared to non-septic patients (p = 0.085). All data are shown as available. * p < 0.05.
Correlations of sRANKL with baseline characteristics, laboratory markers and clinical scores at ICU admission day.
| ICU Patients | |||
|---|---|---|---|
| r |
| ||
| Obesity and diabetes | |||
| BMI | −0.052 | 0.385 | |
| Triglycerides | −0.006 | 0.926 | |
| Cholesterol | −0.033 | 0.605 | |
| HDL | −0.092 | 0.317 | |
| LDL | −0.056 | 0.543 | |
| Glucose | −0.174 ** | 0.003 ** | |
| HbA1c | −0.097 | 0.282 | |
| Insulin | −0.054 | 0.553 | |
| C−Peptide | 0.008 | 0.926 | |
| STH | 0.289 ** | 0.002 ** | |
| Leptin | −0.140 | 0.119 | |
| Leptin receptor | 0.232 ** | 0.009 ** | |
| Adiponectin | 0.2 * | 0.03 * | |
| Ghrelin | −0.242 ** | 0.01 * | |
| Bone metabolism | |||
| Bone ALP | 0.124 | 0.208 | |
| PTH | 0.201 * | 0.027 * | |
| Vitamin D3 | −0.009 | 0.927 | |
| Serum calcium | 0.01 | 0.859 | |
| Markers of inflammation | |||
| CRP | −0.022 | 0.707 | |
| Procalcitonin | 0.076 | 0.262 | |
| IL6 | 0.087 | 0.186 | |
| TNFα | 0.209 * | 0.047 * | |
| Liver injury and cholestasis | |||
| AST | 0.207 ** | <0.001 *** | |
| ALT | 0.129 * | 0.026 * | |
| γGT | 0.146 * | 0.011 * | |
| GLDH | 0.13 * | 0.032 * | |
| AP | 0.153 * | 0.01 * | |
| Bilirubin total | 0.144 * | 0.012 * | |
| Bilirubin direct | 0.228 ** | 0.001 ** | |
| Prothrombin time | 0.085 | 0.144 | |
| Quick | −0.127 * | 0.028 * | |
| INR | 0.12 * | 0.04 * | |
| Albumin | −0.078 | 0.304 | |
| Urea | −0.023 | 0.695 | |
| Lactate | 0.121 * | 0.039 * | |
| LDH | 0.191 * | <0.001 *** | |
| NTproBNP | −0.043 | 0.596 | |
| Renal function | |||
| Cystatin C | 0.022 | 0.764 | |
| GFR | 0.043 | 0.533 | |
| Clinical scores | |||
| APACHE−II | 0.008 | 0.897 | |
| SOFA | 0.054 | 0.538 | |
| SAPS 2 | −0.085 | 0.38 | |
| New and experimental biomarkers | |||
| suPAR | 0.157 * | 0.022 * |
|
Spearman rank correlation test was used to test significance; the Spearman’s rho correlation coefficient is depicted as “r” with * p < 0.05; ** p < 0.01; *** p < 0.001. Heatmap presentation of positive or negative correlation. Abbreviations: BMI, body mass index; HDL, high density lipoprotein; LDL, low density lipoprotein; HGH, human growth hormone; ALP, alkaline phosphatase; PTH, parathyroid hormone; CRP, C-reactive protein; IL-6, interleukin 6; TNF-α, tumor necrosis factor α; AST, aspartate aminotransferase; ALT, alanine aminotransferase; γGT, gamma-glutamyl transpeptidase; GLDH, glutamate dehydrogenase; AP, Alkaline phosphatase; INR, International Normalized Ratio; LDH, lactate dehydrogenase; BNP, brain natriuretic peptide; GFR, glomerular filtration rate; APACHE, Acute Physiology and Chronic Health Evaluation; SOFA, sequential organ failure assessment; SAPS 2, Simplified Acute Physiology Score 2; suPAR, soluble urokinase plasminogen activator receptor.
Figure 2Correlation analysis of sRANKL serum levels with selected baseline characteristics and laboratory markers at ICU admission day as well as between multiple variables. Spearman rank correlation test was used to test significance. Heatmap presentation of positive or negative correlation. Abbreviations: BMI, body mass index; HDL, high density lipoprotein; LDL, low density lipoprotein; HGH, human growth hormone; ALP, alkaline phosphatase; PTH, parathyroid hormone; CRP, C-reactive protein; IL-6, interleukin 6; TNF-α, tumor necrosis factor α; AST, aspartate aminotransferase; ALT, alanine aminotransferase; γGT, gamma-glutamyl transpeptidase; GLDH, glutamate dehydrogenase; AP, Alkaline phosphatase; INR, International Normalized Ratio; LDH, lactate dehydrogenase; BNP, brain natriuretic peptide; GFR, glomerular filtration rate; APACHE, Acute Physiology and Chronic Health Evaluation; SOFA, sequential organ failure assessment; SAPS 2, Simplified Acute Physiology Score 2; suPAR, soluble urokinase plasminogen activator receptor.
Figure 3sRANKL serum levels are associated with type 2 diabetes. sRANKL serum concentrations were significantly decreased in patients diagnosed with type 2 diabetes but did not correlate with BMI classification (BMI < or > 30 kg/m2). All data are shown as available. ** p < 0.005, n.s.: not significant.
Figure 4Prediction of ICU and long-term mortality by sRANKL serum levels. (A) sRANKL serum levels at ICU admission did not correlate with ICU survival but predict a poor overall survival in the long-term (three years of follow-up). (B) Kaplan–Meier survival curves of critically ill patients are displayed for the three years of follow-up demonstrating that patients with sRANKL serum levels below a cut-off value of 0.015 pmol/L had a higher probability of long-term mortality. (C) ROC curve analysis reveals that sRANKL serum concentrations at an optimal predictive cut-off value for long-term survival (0.015 pmol/L) at admission to ICU had an AUC value of 0.567 regarding discrimination between 3 years survival and 3 years death. All data are shown as available. * p < 0.05, n.s.: not significant.
Univariate Cox-regression analysis of sRANKL serum concentrations in critically ill patients.
| Parameter | Univariate Cox Regression | |
|---|---|---|
| Hazard Ratio (95% CI) | ||
| sRANKL | 0.048 * | 0.678 (0.461–0.996) |
| Age | 0.002 ** | 1.022 (1.008–1.036) |
| Sex | 0.398 | 1.185 (0.800–1.754) |
| BMI | 0.045 * | 0.965 (0.931–0.999) |
| Leukocytes | 0.340 | 0.989 (0.967–1.012) |
| CRP | 0.314 | 1.001 (0.999–1.003) |
| Bilirubin total | 0.005 ** | 1.057 (1.026–1.088) |
| Creatinine | 0.532 | 1.020 (0.959–1.085) |
| Hemoglobin | 0.029 * | 0.991 (0.982–0.999) |
* p < 0.05; ** p < 0.01. Abbreviations: BMI, body mass index; CRP, C-reactive protein.