| Literature DB >> 36249414 |
Tomohiko Yoshida1, Hidenori Masuyama2, Hiroki Yamagata1, Makoto Miyabayashi1, Shunichiro Onishi1, Yosuke Inaba3, Minoru Takemoto1.
Abstract
Context: The syndrome of inappropriate antidiuresis (SIAD) with euvolemic hyponatremia may occur in patients with pulmonary tuberculosis (PTB), but little is known about the clinical characteristics of SIAD-associated hyponatremia in PTB patients. Objective: This study aimed to investigate the frequency and risk factors of hyponatremia in PTB patients.Entities:
Keywords: hyponatremia; pulmonary tuberculosis; syndrome of inappropriate antidiuresis
Year: 2022 PMID: 36249414 PMCID: PMC9553027 DOI: 10.1210/jendso/bvac130
Source DB: PubMed Journal: J Endocr Soc ISSN: 2472-1972
Figure 1.Flow chart of the case selection.a) We excluded patients on diabetes medication and those with casual blood glucose ≥200 mg/dL or glycosylated hemoglobin ≥6.5%.
Figure 2.Frequency distribution of the blood sodium concentration in the patients studied. This bar graph shows the frequency distribution of the lowest serum sodium concentration (mEq/L) of the patients during hospitalization.
Patient characteristics
| Factor | Group | Overall |
|---|---|---|
| n | – | 113 |
| Sex, % | Male | 70 (61.9) |
| Female | 43 (38.1) | |
| Age, median (IQR) | – | 71 (50, 85) |
| BMI, kg/m2, mean (SD), | – | 19.37 (2.98) |
| Medicines, n (%) | 0 | 74 (65.5) |
| 1 | 27 (23.9) | |
| 2 | 11 (9.7) | |
| 3 | 1 (0.9) | |
| eGFR, mL/min/1.73 m2, mean (SD), | – | 84.47 (28.00) |
| NT-proBNP, pg/mL, median (IQR) | – | 203.00 (50.00, 844.00) |
| HbA1c, %, median (IQR) | – | 5.80 (5.50, 6.10) |
| CRP, mg/dL, median (IQR) | – | 2.50 (0.32, 6.39) |
| Lowest sodium value, mEq/L, median (IQR) | – | 136.00 (132.00, 138.00) |
For the categorical variable, such as sex and number of medicines, the total number and the percentage of each group are shown. The continuous variables with a normal distribution (BMI, eGFR) are expressed as mean and SD. For continuous variables that exhibit a nonnormal distribution, the median and the IQR (Q1, Q3) are presented.
Abbreviations: BMI, body mass index; CRP, c-reactive protein; eGFR, estimated glomerular filtration rate; HbA1c, glycosylated hemoglobin; IQR, interquartile range; NT-proBNP, N-terminal pro-brain natriuretic peptide.
Univariable and multivariable predictors of hyponatremia
| Variable | Univariable predictors |
| Multivariable predictors | ||
|---|---|---|---|---|---|
| Hyponatremia | No hyponatremia | Odds ratio |
| ||
| Demographic characteristics | |||||
| Age, years, median (IQR) | 84 (71, 89) | 58 (45, 79.5) | <0.001 | 1.06 (1.03-1.09) | <0.001 |
| Female sex, % | 50.0 | 29.9 | 0.049 | – | – |
| BMI, kg/m2, median (IQR) | 18.74 (16.85, 20.26) | 19.54 (18.17, 21.88) | 0.019 | – | – |
| Medicines used associated with hyponatremia, n, (%) | 0.054 | ||||
| 0 | 24 (52.2) | 50 (74.6) | – | – | |
| 1 | 15 (32.6) | 12 (17.9) | – | – | |
| 2 | 7 (15.2) | 4 (6.0) | – | – | |
| 3 | 0 (0.0) | 1 (1.5) | – | – | |
| Blood chemistry | |||||
| Lowest sodium value, median (IQR) | 131 (128, 132) | 138 (136, 139) | <0.001 | – | – |
| HbA1c, %, median (IQR) | 5.85 (5.70, 6.20) | 5.70 (5.40, 6.05) | 0.013 | 1.94 (0.51-7.85) | 0.3 |
| CRP, mg/dL, median (IQR) | 3.81 (2.07, 8.86) | 1.07 (0.13, 3.79) | <0.001 | 1.15 (1.03-1.30) | 0.019 |
| NT-proBNP, pg/mL, median (IQR) | 545.50 (208.00, 1113.25) | 80.00 (24.00, 300.00) | <0.001 | – | – |
| eGFR, mL/min/1.73 m2, mean (SD) | 80.22 (31.81) | 87.39 (24.89) | 0.182 | – | – |
Patients were divided into those with blood sodium levels < 135 mEq/L (hyponatremia) and others (no hyponatremia). For the categorical variable, such as sex and number of medicines, the total number and the percentage of each group are shown. The continuous variables with a normal distribution (BMI, eGFR) are expressed as mean and SD. For continuous variables that exhibit a nonnormal distribution, the median and the IQR [Q1, Q3] are presented.
Abbreviations: BMI, body mass index; CRP, c-reactive protein; eGFR, estimated glomerular filtration rate; HbA1c, glycosylated hemoglobin; IQR, interquartile range; NT-proBNP, N-terminal pro-brain natriuretic peptide.
In the univariable analysis, the categorical variables (number of drugs in use related to hyponatremia and sex) were tested using the chi-squared test with Yates’ continuity correction.
We used the Mann-Whitney U test for continuous variables that did not show a normal distribution and used the median, minimum, and maximum values to describe their distribution.
Since eGFR showed a normal distribution in each group and determined homoscedasticity, we used the student’s t-test and its mean and SD to show the distribution.
In the multivariate analysis, because the smaller group (hyponatremia) had only 46 patients, logistic regression analysis was performed using 4 explanatory variables with a lower P-value in the univariate analysis, including age, HbA1c, CRP, and NT-proBNP.
Figure 3.Cross-validated log-likelihood deviance. The horizontal and the vertical axes show the log (λ) and the binomial deviance, respectively. The figures on the upper row indicate the number of variables to be selected corresponding to each log (λ).
Variable selection by Lasso regression analysis using the estimated λ
| Factors | Regression coefficient |
|---|---|
| Intercept | 3.72149559 |
| Age | −0.03623420 |
| CRP | −0.06482085 |
| HbA1c | −0.09957772 |
| Sex | – |
| BMI | – |
| No. of Medicines | – |
| eGFR | – |
| NT-proBNP | – |
When Lasso regression analysis was performed using λ = 0.064705 estimated from Figure 3, 3 variables, such as age, CRP, and HbA1c, were selected as the best combination.
Abbreviations: BMI, body mass index; CRP, c-reactive protein; eGFR, estimated glomerular filtration rate; HbA1c, glycosylated hemoglobin; NT-proBNP, N-terminal pro-brain natriuretic peptide.
The univariable analysis in patients with serum cortisol
| Univariate predictors |
| ||
|---|---|---|---|
| Factor | Hyponatremia | No hyponatremia | |
| Lowest sodium value, mEq/L, median (IQR) | 130.50 (127.25, 132.00) | 138.00 (136.00, 139.00) | <0.001 |
| Medicines used associated with hyponatremia, n (%) | 0.002 | ||
| 0 | 17 (50.0) | 43 (82.7) | |
| 1 | 11 (32.4) | 8 (15.4) | |
| 2 | 6 (17.6) | 1 (1.9) | |
| Sex, % | 0.068 | ||
| F | 17 (50.0) | 15 (28.8) | |
| M | 17 (50.0) | 37 (71.2) | |
| eGFR, mean (SD) | 81.65 (31.71) | 90.13 (24.36) | 0.165 |
| Age, median (IQR) | 84.50 (71.00, 90.00) | 51.00 (43.00, 69.25) | <0.001 |
| BMI, kg/m2, median (IQR) | 18.81 (16.89, 20.26) | 9.39 (18.18, 22.41) | 0.035 |
| CRP, mg/dL, median (IQR) | 3.91 (2.07, 8.86) | 1.12 (0.17, 3.87) | 0.001 |
| HbA1c, %, median (IQR) | 5.95 (5.70, 6.20) | 5.70 (5.40, 6.00) | 0.003 |
| NT-proBNP, pg/mL, median (IQR) | 545.50 (230.75, 1113.25) | 63.50 (21.75, 205.75) | <0.001 |
| Cortisol, µg/dL, median (IQR) | 17.85 (14.10, 21.78) | 12.20 (10.29, 15.70) | <0.001 |
Eighty-six patients with blood cortisol levels measured at admission were divided into blood sodium levels <135 mEq/L (hyponatremia) and others (no hyponatremia). For the categorical variable, such as sex and number of medicines, the total number and the percentage of each group are shown. The continuous variables with a normal distribution (BMI, eGFR) are expressed as mean and SD. For continuous variables that exhibit a nonnormal distribution, the median and the IQR [Q1, Q3] are presented.
Abbreviations: BMI, body mass index; CRP, c-reactive protein; eGFR, estimated glomerular filtration rate; HbA1c, glycosylated hemoglobin; IQR, interquartile range; NT-proBNP, N-terminal pro-brain natriuretic peptide.
Categorical variables (number of drugs in use and sex) were tested using the chi-squared test with Yates’ continuity correction.
The Mann-Whitney U test examined variables that did not show a normal distribution.
Since eGFR showed a normal distribution in each group and the 2 groups revealed homoscedasticity, we used student’s t-test to determine the significant difference between groups.
Figure 4.Distribution of serum cortisol levels in the hyponatremia and the no-hyponatremia groups. Of the 113 patients, 86 with blood cortisol levels at admission were analyzed to determine differences in blood cortisol levels between the hyponatremia and no hyponatremia groups. The Mann-Whitney U test revealed a significant difference between the groups.
Laboratory test results for the case with the most severe hyponatremia
| Result | Reference range | |
|---|---|---|
| Serum | ||
| Sodium, mEq/L | 115 | 137-147 |
| Osmolality, mOsm/kg/H2O | 234 | 270-295 |
| Creatinine, mg/dL | 0.51 | 0.47-0.79 (female) |
| eGFR, mL/min/1.73 m2 | 87.4 | >90 |
| Uric acid, mg/dL | 3.2 | 2.5-7.0 |
| CRP, mg/dL | 3.69 | ≤0.14 |
| Glucose, mg/dL | 106 | 70-109 |
| HbA1c, % | 6.1 | 4.6-6.2 |
| NT-proBNP | 111 | ≤125 |
| Cortisol, µg/dL | 29.0 | 7.07-19.6 (6 |
| Vasopressin, pg/mL | 1.3 | ≤4.2 |
| Urine | ||
| Sodium, mEq/L | 35 | 80-250 mEq/24 hours |
| Osmolality, mOsm/kg/H2O | 506 | 50-1300 |
The laboratory test values at the onset of hyponatremia in a patient with a serum sodium concentration of 115 mEq/L are shown.
Abbreviation: CRP, C-reactive protein; eGFR, estimated glomerular filtration rate; HbA1c, hemoglobin A1c; NT-proBNP, N-terminal pro-brain natriuretic peptide.