| Literature DB >> 30405154 |
Sung Won Park1, Son Moon Shin1, Moonsun Jeong1, Dong-Hee Cho2, Keum Hwa Lee3, Michael Eisenhut4, Andreas Kronbichler5, Michael Moritz6, Jae Il Shin7,8.
Abstract
Hyponatremia can be a life-threatening illness among hospitalized children. The aims of this study were to evaluate the incidence and risk factors of hyponatremia in 3938 children who were admitted to the Cheil General Hospital and Women's Health Care Center with respiratory infections. Clinical data were collected, and multiplex RT-PCR analyses were done for various microorganisms. Hyponatremia was observed in 531 (13.5%) patients. The incidence of hyponatremia differed according to the respiratory tract infection (P < 0.0001) and microorganism (P = 0.001). In children with hyponatremia, the age at admission was significantly older (P < 0.0001), male gender was more frequent (P = 0.019), CRP was higher (P < 0.0001), and coinfection with multiple organisms was more common (P = 0.001) than in children without hyponatremia. In multivariate analyses, an older age at admission (P = 0.006), male gender (P = 0.004), and increased CRP (P < 0.0001) were independent risk factors. Sodium levels correlated negatively with WBC (P = 0.037), CRP (P < 0.0001), and number of hospital days (P = 0.020). The AUC values of age (0.586, P < 0.0001), CRP (0.599, P < 0.0001), and blood urea nitrogen (0.559, P < 0.0001) were all significant predictors of hyponatremia. This study is the first to show that the incidence of hyponatremia differs according to infecting microorganism and radiological findings.Entities:
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Year: 2018 PMID: 30405154 PMCID: PMC6220324 DOI: 10.1038/s41598-018-34703-1
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Baseline characteristics of the 3938 patients with respiratory infections.
| Variables | Total |
|---|---|
|
| 22.9 ± 21.7 (range 7 days–168.0 months) |
| Sex | |
| Male | 2195 (55.7%) |
| Female | 1743 (44.3%) |
|
| 4.4 ± 1.5 (range 1.0–19.0) |
| Diagnosis | |
| Upper respiratory infection | 177 (4.5%) |
| Acute bronchiolitis | 724 (18.4%) |
| Acute bronchitis | 969 (24.6%) |
| Interstitial pneumonia | 1978 (50.2%) |
| Segmental or lobar pneumonia | 90 (2.3%) |
| Etiologies | |
| HAdV | 137 (3.5%) |
| FLUAV or FLUBV | 107 (2.7%) |
| HPIV | 297 (7.5%) |
| HMPV | 199 (5.1%) |
| HRSV | 871 (22.1%) |
| HRV | 172 (4.4) |
| HBoV | 576 (14.6%) |
| No virus detected | 813 (20.6%) |
| | 255 (6.5%) |
| Coinfection† | 511 (13.0%) |
HAdV: Human adenovirus, FLUAV/FLUBV: Influenza virus A/B, HPIV: Human parainfluenza virus, HMPV: Human metapneumovirus, HRSV: Human respiratory syncytial virus, HRV: Human rhinovirus, HBoV: Human bocavirus.
†Coinfection describes patients who tested positive for more than two microorganisms.
Comparison of demographic data, diagnosis, and laboratory findings of patients with and without hyponatremia.
| Variables | Total number of patients (n = 3938) | ||
|---|---|---|---|
| With hyponatremia (n = 531) | Without hyponatremia (n = 3407) | ||
|
| 2.2 ± 1.7 | 1.9 ± 1.8 | <0.0001 |
|
| 26.4 ± 20.8 | 22.3 ± 21.8 | <0.0001 |
|
| 321/210 | 1,874/1,533 | 0.019 |
|
| 4.5 ± 1.5 | 4.3 ± 1.5 | 0.093 |
| Diagnosis | |||
| Upper respiratory infection | 78 (14.6%) | 99(2.9%) | <0.0001 |
| Acute bronchiolitis | 70 (13.1%) | 654(19.1%) | 0.001 |
| Acute bronchitis | 102 (19.2%) | 867(25.4%) | 0.002 |
| Interstitial pneumonia | 266 (50.0%) | 1712(50.2%) | 0.947 |
| Segmental or lobar pneumonia | 15 (2.8%) | 75(2.2%) | 0.371 |
| Laboratory findings at admission | |||
| WBC (/μL) | 10,543.3 ± 4,769.6 | 10,192.0 ± 4,227.5 | 0.110 |
| CRP (mg/dL) | 2.8 ± 3.7 | 1.8 ± 2.7 | <0.0001 |
| Na (mmol/L) | 133.2 ± 1.2 | 137.4 ± 1.7 | <0.0001 |
| K (mmol/L) | 4.3 ± 0.6 | 4.4 ± 0.6 | 0.003 |
| Cl (mmol/L) | 100.8 ± 2.5 | 103.4 ± 2.4 | <0.0001 |
| tCO2 (mmol/L) | 19.7 ± 3.1 | 21.2 ± 2.8 | <0.0001 |
| Ca (mg/dL) | 9.2 ± 0.5 | 9.5 ± 0.5 | <0.0001 |
| P (mg/dL) | 4.7 ± 1.0 | 5.1 ± 0.9 | <0.0001 |
| ALP (IU/L) | 190.2 ± 176.8 | 191.4 ± 159.0 | 0.072 |
| AST (IU/L) | 46.7 ± 49.0 | 42.4 ± 31.0 | 0.050 |
| ALT (IU/L) | 24.5 ± 37.5 | 22.6 ± 33.9 | 0.258 |
| BUN (mg/dL) | 9.6 ± 3.7 | 8.7 ± 3.4 | <0.0001 |
| Creatinine (mg/dL) | 0.339 ± 0.082 | 0.337 ± 0.080 | 0.618 |
| Laboratory findings at discharge | |||
| Na (mmol/L) | 136.9 ± 2.4 | 138.5 ± 2.1 | <0.0001 |
| K (mmol/L) | 4.2 ± 0.6 | 4.5 ± 0.6 | <0.0001 |
| Cl (mmol/L) | 103.2 ± 2.7 | 104.0 ± 2.5 | 0.007 |
| tCO2 (mmol/L) | 21.6 ± 2.7 | 22.2 ± 2.5 | 0.057 |
|
| 93 (17.5%) | 418 (12.3%) | 0.001 |
WBC: White blood cell, CRP: C-reactive protein, Na: Sodium, K: Potassium, Cl: Chloride, tCO2: Total carbon dioxide, Ca: Calcium, P: Phosphorus, ALP: Alkaline phosphatase, AST: Aspartate aminotransferase, ALT: Alanine aminotransferase, BUN: Blood urea nitrogen.
Etiology of 3938 patients with and without hyponatremia.
| Microorganisms | Total number of patients (n = 3938) | ||
|---|---|---|---|
| With hyponatremia (n = 531) | Without hyponatremia (n = 3407) | ||
|
|
|
|
|
|
|
|
|
|
| HAdV | 28 (5.3%) | 109 (3.2%) | 0.011 |
| FLUAV or FLUBV | 13 (2.4%) | 94 (2.8%) | 0.682 |
| HPIV | 41 (7.7%) | 256 (7.5%) | 0.866 |
| HMPV | 29 (5.5%) | 170 (5.0%) | 0.644 |
| HRSV | 108 (20.3%) | 763 (22.4%) | 0.288 |
| HRV | 22 (4.1%) | 150 (4.4%) | 0.763 |
| HBoV | 63 (11.9%) | 513 (15.0%) | 0.053 |
| Myco | 20 (3.8%) | 235 (6.9%) | 0.011 |
|
|
| ||
| HAdV + FLUAV/FLUBV | 3 (0.5%) | 1 (0.03%) | 0.009 |
| HAdV + HPIV | 1 (0.2%) | 17 (0.5%) | 0.497 |
| HAdV + HMPV | 1 (0.2%) | 4 (0.1%) | 0.552 |
| HAdV + HRSV | 3 (0.5%) | 27 (0.8%) | 0.789 |
| HAdV + HRV | 9 (1.8%) | 23 (0.7%) | 0.015 |
| HAdV + Myco | 8 (1.5%) | 20 (0.6%) | 0.019 |
| FLUAV/FLUBV + HPIV | 0 (0.0%) | 3 (0.1%) | 1.000 |
| FLUAV/FLUBV + HMPV | 0 (0.0%) | 3 (0.1%) | 1.000 |
| FLUAV/FLUBV + HRSV | 7 (1.3%) | 21 (0.6%) | 0.073 |
| FLUAV/FLUBV + HRV | 3 (0.5%) | 2 (0.06%) | 0.020 |
| FLUAV/FLUBV + Myco | 6 (1.2%) | 28 (0.9%) | 0.475 |
| HPIV + HMPV | 2 (0.4%) | 4 (0.1%) | 0.188 |
| HPIV + HRSV | 0 (0.0%) | 10 (0.3%) | 0.376 |
| HPIV + HRV | 4 (0.8%) | 20 (0.6%) | 0.555 |
| HPIV + Myco | 7 (1.3%) | 29 (0.9%) | 0.293 |
| HMPV + HRSV | 0 (0.0%) | 7 (0.2%) | 0.604 |
| HMPV + HRV | 1 (0.2%) | 2 (0.06%) | 0.353 |
| HMPV + Myco | 8 (1.5%) | 21 (0.6%) | 0.026 |
| HMPV + HBoV | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HRSV + HRV | 3 (0.5%) | 42 (1.2%) | 0.269 |
| HRSV + Myco | 11 (2.1%) | 79 (2.3%) | 0.723 |
| HRV + Myco | 7 (1.3%) | 26 (0.7%) | 0.192 |
|
|
| ||
| HAdV + FLUAV/FLUBV + HRSV | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HAdV + HPIV + HMPV | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HAdV + HPIV + HRV | 1 (0.2%) | 1 (0.03%) | 0.252 |
| HAdV + HPIV + Myco | 2 (0.4%) | 1 (0.03%) | 0.050 |
| HAdV + HPIV + HRSV | 1 (0.2%) | 0 (0.0%) | 0.135 |
| HAdV + HMPV + HRSV | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HAdV + HRSV + HRV | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HAdV + HRSV + Myco | 3 (0.5%) | 5 (0.2%) | 0.081 |
| HAdV + HRV + Myco | 0 (0.0%) | 2 (0.06%) | 1.000 |
| FLUAV/FLUBV + HRSV + HRV | 0 (0.0%) | 1 (0.03%) | 1.000 |
| FLUAV/FLUBV + HRSV + Myco | 0 (0.0%) | 1 (0.03%) | 1.000 |
| FLUAV/FLUBV + HRV + Myco | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HPIV + HRSV + HRV | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HPIV + HRV + Myco | 1 (0.2%) | 5 (0.2%) | 0.581 |
| HMPV + HRSV + Myco | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HMPV + HSV + Myco | 0 (0.0%) | 1 (0.03%) | 1.000 |
| HRSV + HRV + Myco | 0(0.0%) | 4(0.1%) | 1.000 |
|
|
| ||
| HAdV + HPIV + HRV + Myco | 1 (0.2%) | 0 (0.0%) | 0.135 |
|
|
| ||
HAdV: Human adenovirus, FLUAV/FLUBV: Influenza virus A/B, HPIV: Human parainfluenza virus, HMPV: Human metapneumovirus, HRSV: Human respiratory syncytial virus, HRV: Human rhinovirus, HBoV: Human bocavirus, Myco: Mycoplasma pneumoniae.
†Coinfection describes patients who tested positive for more than two microorganisms.
Multiple logistic regression analyses of laboratory parameters associated with the development of hyponatremia in children with respiratory infections.
| Variables | Odds ratio | 95% CI | |
|---|---|---|---|
| Age (months) | 1.007 | 1.002–1.012 | 0.006 |
| Sex (male) | 1.361 | 1.105–1.675 | 0.004 |
| CRP | 1.093 | 1.060–1.128 | <0.0001 |
| Coinfection† | 3.493 | 0.814–14.998 | 0.092 |
| WBC | 1.003 | 0.979–1.027 | 0.826 |
| Hospital stay (days) | 1.014 | 0.942–1.091 | 0.715 |
CI: Confidence interval, CRP: C-reactive protein.
Comparison of electrolyte changes between patients with and without hyponatremia.
| Group Laboratory findings | Total number of patients | Without hyponatremia | With hyponatremia | ||||||
|---|---|---|---|---|---|---|---|---|---|
| (n = 353) | (n = 531) | (n = 119) | (n = 3407) | (n = 234) | |||||
| At admission Mean ± SD | At discharge Mean ± SD | At admission Mean ± SD | At admission Mean ± SD | At discharge Mean ± SD | At admission | ||||
| Na (mmol/L) | 135.5 ± 2.4 | 137.9 ± 2.3 | <0.0001 | 132.8 ± 1.4 | 136.9 ± 2.4 | <0.0001 | 136.9 ± 1.5 | 138.5 ± 2.1 | <0.0001 |
| K (mmol/L) | 4.4 ± 0.6 | 4.4 ± 0.6 | 0.732 | 4.3 ± 0.6 | 4.2 ± 0.6 | 0.094 | 4.4 ±± 0.6 | 4.5 ± 0.6 | 0.112 |
| Cl (mmol/L) | 102.0 ± 2.5 | 103.7 ± 2.6 | <0.0001 | 100.1 ± 2.3 | 103.2 ± 2.7 | <0.0001 | 103.0 ± 2.0 | 104.0 ± 2.5 | <0.0001 |
| tCO2 (mmol/L) | 20.1 ± 2.9 | 22.0 ± 2.6 | <0.0001 | 19.1 ± 3.1 | 21.6 ± 2.7 | <0.0001 | 20.7 ± 2.7 | 22.2 ± 2.5 | <0.0001 |
SD: Standard deviation, Na: Sodium, K: Potassium, Cl: Chloride, tCO2: Total carbon dioxide.
Correlations among serum sodium, CRP, and duration of hospitalization.
| Valuables | Na and CRP | Na and hospital stay | Na and WBC | |||
|---|---|---|---|---|---|---|
| r | r | r | ||||
|
| ||||||
| Male | (−) 0.147 | <0.0001 | (−) 0.046 | 0.030 | (−) 0.020 | 0.355 |
| Female | (−) 0.125 | <0.0001 | (−) 0.026 | 0.270 | (−) 0.050 | 0.036 |
|
| (−) 0.130 | <0.0001 | (−) 0.037 | 0.020 | (−) 0.033 | 0.037 |
|
| ||||||
| Acute respiratory infection | (−) 0.146 | 0.067 | (−) 0.069 | 0.358 | (−) 0.080 | 0.292 |
| Acute bronchiolitis | (−) 0.006 | 0.884 | 0.013 | 0.736 | 0.030 | 0.421 |
| Acute bronchitis | (−) 0.106 | 0.002 | (−) 0.026 | 0.416 | 0.029 | 0.372 |
| Interstitial pneumonia | (−) 0.119 | <0.0001 | (−) 0.068 | 0.002 | (−) 0.041 | 0.067 |
| Segmental or lobar pneumonia | (−) 0.052 | 0.643 | (−) 0.138 | 0.194 | (−) 0.170 | 0.110 |
|
| ||||||
| No virus | (−) 0.114 | 0.001 | (−) 0.079 | 0.024 | (−) 0.059 | 0.095 |
| HAdV | (−) 0.086 | 0.312 | (−) 0.044 | 0.602 | (−) 0.044 | 0.602 |
| FLUAV or FLUBV | 0.073 | 0.456 | 0.033 | 0.739 | 0.059 | 0.545 |
| HPIV | (−) 0.093 | 0.108 | (−) 0.027 | 0.642 | (−) 0.058 | 0.334 |
| HMPV | (−) 0.108 | 0.126 | (−) 0.078 | 0.272 | 0.000 | 0.997 |
| HRSV | (−) 0.116 | 0.001 | 0.021 | 0.526 | (−) 0.002 | 0.950 |
| HRV | (−) 0.317 | <0.0001 | (−) 0.096 | 0.208 | 0.156 | 0.040 |
| HBoV | (−) 0.004 | 0.982 | (−) 0.113 | 0.007 | 0.015 | 0.714 |
| Myco | (−) 0.001 | 0.991 | 0.010 | 0.870 | (−) 0.028 | 0.651 |
| Coinfection† | (−) 0.130 | <0.0001 | (−) 0.037 | 0.020 | (−) 0.033 | 0.037 |
Na: Sodium, Hosp: Hospital stay (day), WBC: White blood cell, CRP: C-reactive protein, HAdV: Human adenovirus, FLUAV/FLUBV: Influenza virus A/B, HPIV: Human parainfluenza virus, HMPV: Human metapneumovirus, HRSV: Human respiratory syncytial virus, HRV: Human rhinovirus, HBoV: Human bocavirus, Myco: Mycoplasma pneumonia, (−): Negative correlation.
†Coinfection describes patients who tested positive for more than two microorganisms.
AUC values of age, CRP, and BUN for the prediction of hyponatremia.
| Valuables | AUC | Standard error | * | 95% CI |
|---|---|---|---|---|
| Age (months) | 0.586 | 0.014 | <0.0001 | 0.559–0.613 |
| CRP (mg/dL) | 0.599 | 0.014 | <0.0001 | 0.571–0.628 |
| BUN (mg/dL) | 0.559 | 0.014 | <0.0001 | 0.531–0.588 |
AUC: Area under the curve, CI: Confidence interval, CRP: C-reactive protein, BUN: Blood urea nitrogen.
*P values are based on the null hypothesis that AUC = 0.5.
Diagnostic accuracy of age, CRP, and BUN for the prediction of hyponatremia.
| Sensitivity (95% CI) | Specificity (95% CI) | Positive predictive value | Negative predictive value | Positive LR | Negative LR | |
|---|---|---|---|---|---|---|
|
| ||||||
| >6.0 | 83.24 (79.8–86.3) | 24.77 (23.3–26.3) | 10.9 | 93.0 | 1.10 | 0.68 |
| >12.0 | 76.27 (72.4–79.8) | 38.98 (37.3–40.6) | 12.2 | 93.7 | 1.25 | 0.61 |
| >18.0 | 57.44 (53.1–61.7) | 55.88 (54.2–57.6) | 12.6 | 92.2 | 1.30 | 0.76 |
|
| ||||||
| >0.1 | 85.16 (81.6–88.3) | 22.53 (21.0–24.1) | 10.9 | 93.2 | 1.10 | 0.66 |
| >0.4 | 70.75 (66.4–74.9) | 42.08 (40.3–43.9) | 12.0 | 92.8 | 1.22 | 0.70 |
| >0.7 | 60.22 (55.6–64.7) | 52.98 (51.2–54.8) | 12.5 | 92.3 | 1.28 | 0.75 |
|
| ||||||
| >6.0 | 82.83 (79.3–85.9) | 22.12 (20.7–23.6) | 10.6 | 92.1 | 1.06 | 0.78 |
| >7.0 | 74.72 (70.8–78.4) | 32.08 (30.5–33.7) | 10.9 | 91.9 | 1.10 | 0.79 |
| >9.0 | 51.32 (47.0–55.7) | 56.05 (54.4–57.7) | 11.5 | 91.2 | 1.17 | 0.87 |
CRP: C-reactive protein, BUN: Blood urea nitrogen, CI: Confidence interval, LR: Likelihood ratio.