| Literature DB >> 32075211 |
Abstract
Dehydration is a concern among aging populations and can result in hospitalization and other adverse outcomes. There is a need to establish simple measures that can help in detecting low-intake dehydration (underhydration) in geriatric patients. The predictive performance of sodium, urea, glucose, and potassium to discriminate between patients with and without underhydration was evaluated using receiver-operating characteristic (ROC) curve analysis of data collected during the cross-sectional study of patients admitted to the geriatric ward. A total of 358 participants, for whom osmolarity could be calculated with the Khajuria and Krahn equation, were recruited to the study. Impending underhydration (osmolarity > 295 mmol/L) was diagnosed in 58.4% of cases. Serum sodium, urea, fasting glucose, and potassium (individual components of the equation) were significantly higher in dehydrated participants. The largest ROC area of 0.88 was obtained for sodium, and the value 140 mMol/L was found as the best cut-off value, with the highest sensitivity (0.80; 95% CI: 0.74-0.86) and specificity (0.83; 95% CI: 0.75-0.88) for prediction of underhydration. The ROC areas of urea, glucose, and potassium were significantly lower. Serum sodium equal to 140 mmol/L or higher appeared to be suggestive of impending underhydration in geriatric patients. This could be considered as the first-step screening procedure for detecting underhydration in older adults in general practice, especially when limited resources restrict the possibility of more in-depth biochemical assessments.Entities:
Keywords: calculated osmolarity; electrolyte; older people; osmolyte; prediction of underhydration; receiver operating curve analysis; screening; water intake
Mesh:
Substances:
Year: 2020 PMID: 32075211 PMCID: PMC7071156 DOI: 10.3390/nu12020496
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Descriptive characteristics of participants at admission, stratified by hydration status.
| All | Underhydrated | Euhydrated | ||
|---|---|---|---|---|
| Age, years, Me (IQR) | 82 (78–86) | 82 (78–86) | 82 (77–86) | 0.33 |
| Gender | ||||
| Male, | 84 (23.5) | 48 (23.0) | 36 (24.2) | 0.80 |
| Female, | 274 (76.5) | 161 (77.0) | 113 (75.8) | |
| Living in long term care, | 11 (3.1) | 7 (3.3) | 4 (2.7) | 1.0 |
| Living alone, | 105 (30.3), | 64 (31.7), | 41 (28.3), | 0.55 |
| Hospitalization in the last year, | 98 (27.6), | 55 (26.6), | 43 (29.1), | 0.63 |
| Number of chronic diseases, Me (IQR) | 5.0 (3.0–6.0) | 5.0 (4.0–6.0) | 4.0 (3.0–6.0) |
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| Multimorbidity, | 210 (58.7) | 134 (64.1) | 76 (51.0) |
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| Number of medications, Me (IQR) | 7.0 (5.0–9.0), | 7.0 (5.0–10.0), | 7.0 (4.0–9.0), |
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| Polypharmacy, | 275 (78.6) | 172 (83.5) | 103 (71.5) |
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| Barthel Index, Me (IQR) | 90 (70–100), | 90 (70–100), | 90 (65–100), | 0.48 |
| IADL, Me (IQR) | 7.0 (2.0–11.0), | 7.0 (2.0–11.0), | 7.0 (1.75–11.0), | 0.55 |
| AMTS, Me (IQR) | 8.0 (6.0–9.0), | 8.0 (6.0–9.0), | 8.0 (6.0–9.0), | 0.88 |
| GDS, Me (IQR) | 6.5 (3.0–10.0), | 6.0 (3.0–10.0), | 7.0 (4.0–10.0), | 0.32 |
| MNA-SF, Me (IQR) | 11.0 (9.0–13.0), | 12.0 (9.0–13.0), | 11.0 (9.0–13.0), | 0.26 |
| CFS, Me (IQR) | 5.0 (4.0–6.0) | 5.0 (4.0–6.0) | 5.0 (4.0–5.5) | 0.69 |
| Osmolarity, mMol/ L, Me (IQR) | 292.9 (288.4–296.0) | 295.4 (293.6–298.4) | 287.7 (283.8–289.6) |
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| Serum sodium, mmol/L, Me (IQR) | 140.0 (138.0–141.0) | 141.0 (140.0–142.0) | 138.0 (136.0–139.0) |
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| Na < 135 mmol/ L | 24 (6.7) | 4 (1.9) | 20 (13.4) |
|
| Serum potassium, mmol/L, M (SD) | 4.43 (0.46) | 4.50 (0.46) | 4.33 (0.44) |
|
| Serum urea, mmol/ L, Me (IQR) | 6.9 (5.5–8.8) | 7.8 (6.2–9.9) | 5.8 (4.9–7.3) |
|
| Serum glucose, mmol/L, Me (IQR) | 5.5 (5.0–6.3) | 5.6 (5.2–6.7) | 5.3 (4.9–5.8) |
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| Serum creatinine, mmol/L, Me (IQR) | 86.2 (74.3–107.2), | 91.05 (77.8–115.8), | 78.7 (69.8–96.4), |
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| eGFR, ml/min/1.73m2, M (SD) | 57.8 (17.1), | 58.2 (16.8), | 58.4 (16.7), | 0.91 |
Underhydrated refers to subjects with serum calculated osmolarity > 295 mMol/L. 1—p values were determined by using a t-test for independent samples or Mann–Whitney test (continuous or interval variables) and χ2 test or Fisher exact test, as appropriate (categorical variables) to compare participants categorized according to hydration status. AMTS, Abbreviated Mental Test Score; CFS, 7-point Clinical Frailty Scale level; eGFR, glomerular filtration rate; GDS, 15 items Geriatric Depression Scale; IADL, instrumental activities of daily living; IQR, interquartile range; M, mean; Me, median; MNA-SF, Mini Nutritional Assessment-Short Form; n, number of cases; Na, sodium; SD, standard deviation. Bold signifies a statistically significant value.
Figure 1Receiver operating characteristics (ROC) curve analysis for the ability of sodium, urea, glucose, and potassium to predict impending underhydration.
The values of sodium, urea, glucose, and potassium for the prediction of impending underhydration, and their overall diagnostic effectiveness.
| ROC Index | Sodium | Urea | Glucose | Potassium |
|---|---|---|---|---|
| AUC | 0.88 | 0.730 | 0.64 | 0.60 |
| 95% CI of AUC | 0.85–0.92 | 0.68–0.78 | 0.59–0.70 | 0.54–0.65 |
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| Youden Index J | 0.625 | 0.349 | 0.231 | 0.156 |
| Cut-off criterion | 140 mmol/L | 7.52 | 5.61 | 4.57 |
| Sensitivity (%) | 0.80 | 0.75 | 0.56 | 0.411 |
| 95% CI of sensitivity | 0.74–0.86 | 0.68–0.80 | 0.48–0.62 | 0.34–0.48 |
| Specificity | 0.83 | 0.72 | 0.67 | 0.745 |
| 95% CI of specificity | 0.75–0.88 | 0.65–0.79 | 0.59–0.75 | 0.67–0.81 |
| Positive likelihood ratio | 4.58 | 2.73 | 1.70 | 1.61 |
| Negative likelihood ratio | 0.24 | 0.35 | 0.66 | 0.79 |
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| Sodium | 0.15 (0.10–0.21) | 0.24 (0.18–0.30) | 0.29 (0.23–0.35) | |
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| Urea | 0.09 (0.01–0.16) | 0.14 (-0.06–0.21) | ||
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| Glucose | 0.05 (-0.03–0.13) | |||
| 0.25 |
AUC, under the curve area; CI, confidence interval; ROC, receiver operator characteristic. Bold signifies a statistically significant value.