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Original Article
21 (); 491-495
doi:
10.1016/j.jor.2020.09.004

Predictors of hyponatremia following elective primary unilateral knee arthroplasty at a tertiary centre: A retrospective observational cohort and predictive model

Auckland City Hospital, Auckland, New Zealand
Department of Anaesthesia and Pain Medicine, Counties-Manukau Health, Auckland, New Zealand
Department of Orthopaedic Surgery, Counties-Manukau Health, Auckland, New Zealand

∗Corresponding author: Navneet Singh. n.singh95@outlook.com

Disclaimer:
This article was originally published by Reed Elsevier India Pvt. Ltd. and was migrated to Scientific Scholar after the change of Publisher.

Abstract

Abstract

Hyponatremia is a common electrolyte disorder. This can be associated with nausea, disorientation and in more serious cases a decreased level of consciousness or neurological deficits. These symptoms may lead to increases in the cost of hospital care and significant morbidity. The purpose of this retrospective, observational cohort study is to investigate the impact of hyponatremia on patient and systems specific outcome measures in those undergoing elective, unilateral total knee arthroplasty (TKA) at two hospitals in Auckland, New Zealand over a twelve-month period.

Patients were stratified into two groups based on the presence or absence of post-operative hyponatremia (defined as a blood sodium of <135 mmol/L with a concurrent decrease of ≥5 mmol/L between the pre- and post-operative recordings). Outcomes collected included Quality of Recovery – 15 (QOR) scores, time to assisted mobilisation, discharge ICD-10 complication codes and hospital length of stay.

During the study period 236 patients underwent surgery. Eighty-six (36.4%) patients met criteria for post-operative hyponatremia. This finding was associated with prolongation of the hospital length of stay (4.17 (3.26–5.18) versus 4.28 (3.31–5.45) days, p = 0.031) and a reduction in the QOR score on the second post-operative day (113.0 (99.5–126.5) versus 105.0 (94.0–118.0), p = 0.039). There was no difference in the time to assisted mobilisation.

Hyponatremia is a common finding following TKA. This abnormality is associated with small changes in patient specific outcome measures. These implications of these findings may become more significant in settings where same day or rapid discharge from hospital is targeted.

Keywords

Total knee replacement
Perioperative medicine
Complications
Hyponatremia
Electrolyte disorders
Patient centred outcomes
1

1 Introduction

Total Knee Arthroplasty (TKA) is commonly performed for age related and destructive arthropathies of the knee joint. Due to improvements in the longevity of prostheses and the aging of the population there has been an exponential increase in the number of procedures performed which is anticipated to continue.1,2

In 2020, surgery is commonly completed under regional anesthesia with patients ambulating on the day of the procedure.3,4 In some institutions ‘day-stay’ arthroplasty is offered with rehabilitation being completed in the patient's home.5 This desire for rapid discharge means that complications are poorly tolerated and may lead to the unplanned use of hospital resources. Perioperative care pathways have been standardised under the umbrella term ‘Enhanced Recovery After Surgery’ (ERAS).6,7 It is the goal of an ERAS program to produce a satisfied patient who can leave the hospital more rapidly. This produces gains in productivity which reduces the costs associated with care.

On the background of an ERAS pathway it has been shown that even solitary episodes of pain, muscle weakness or vomiting may contribute to extended hospital stays after hip or knee arthroplasty.8,9 Patients may be exposed to numerous interventions which can interact with treatments for chronic disease states. These therapies can produce changes in the blood electrolyte balance. In large series of hospitalised patients upwards of 30% of patients may develop hyponatremia during their hospital stay which can impact morbidity and mortality in both univariate and multivariate models.10,11

Dyscrasias of sodium produce neurological symptoms which can range from headache and nausea to disorientation and confusion and in more severe cases a decreased level of consciousness or neurological deficits.10 Despite the impact that symptomatic hyponatremia could have on patient recovery, little has been written on the topic in patients undergoing orthopaedic arthroplasty.12,13 The aim of this retrospective review is to define the incidence and implications of hyponatremia in patients who have undergoing elective, unilateral primary TKA at two hospitals in Auckland, New Zealand.

2

2 Materials and Methods

Following approval from the University of Auckland Human Participants Ethics Committee (UAHPEC Number 020309) and the Counties-Manukau Health Research Office (Number 475) patients who underwent elective, unilateral primary TKA between the 1st January and the 31st December 2014 through Counties-Manukau Health in Auckland, New Zealand were identified. This period was selected due to the existence of a database containing demographic and procedural information, inpatient and outpatient medication use, and patient centred outcome data. In January 2018, manual review of patient records took place to extract data on fluid balance, medications administered and laboratory results. This information was linked with the database using the semi-anonymous National Health Index (NHI) identifier. Missing data was treated as unknown and excluded from comparative analyses.

2.1

2.1 Patient characteristics and outcomes

The primary outcome was the incidence post-operative of hyponatremia during the first seven days after surgical admission. This was defined as a serum sodium level of less than 135 mmol/L. To rule out the effects of baseline hyponatremia, measurement instrument inaccuracy and inconsequential decreases in sodium level this needed to be associated with a decline of more than 5 mmol/L when compared with the pre-operative sodium level. Those who did not meet these criteria served as the reference group.

Features associated with the procedure including fluid administration (between the time of surgery and the end of post-operative day three) and laboratory parameters were reported for the two groups. Fluid balance was reported as both oral and intravenous inputs and the fluid output. Fluid balance was defined as the oral plus intravenous input minus the fluid output. Patient centric outcomes for the two groups were compared. These included the time to assisted mobilisation following the completion of surgery and the Quality of Recovery – 15 (QOR) score on post-operative day one and two.14 Length of stay, the need for blood transfusion and the incidence of complications by organ system are reported. Complication codes were taken from the primary and secondary ICD-10 codes on patient discharge. Information surrounding these codes is reported in Supplementary Appendix C.

Delta-sodium is defined as the patients minimum or nadir sodium level subtracted from the pre-operative sodium value. This serves as marker of the change of sodium in the peri-operative period. Across the entire population factors associated with delta-sodium were determined with univariate, then multivariate regression as defined further below.

2.2

2.2 Statistical analyses

Data were extracted a Microsoft Excel spreadsheet and analysis completed in SPSS Version 25 (IBM Corporation, United States). Findings are reported as number (percent) or median (interquartile range) as appropriate. Tests of statistical significance were completed with either the Fisher Exact test (binomial comparisons) or the Chi-square test for multiple categorical comparisons and the Mann-Whitney U test for continuous variables. For statistical comparisons, a two-tailed p-value of less than 0.05 was required to reject the null-hypothesis.

To determine predictors of delta-sodium, candidate variables were subjected to univariate comparisons with either linear regression or Spearman correlation. The outcome variable was the delta-sodium and the criterion used for inclusion in the final model was a univariate p-value of less than 0.10. A multivariate linear regression model was constructed with stepwise entry based on the F-statistic. For the final iteration of the model, statistical significance was defined by a two-tailed p-value of less than 0.05.

3

3 Results

3.1

3.1 Patient demographics

During the study period, 236 patients underwent TKA. There were 97 (41.1%) males and 139 (58.9%) females. The median age was 68 (IQR = 62–74) years. Of these, 86 (36.4%) met the diagnostic criteria for hyponatremia. The baseline demographic and peri-operative characteristics are shown in Table 1. Compared to the reference group, those who experienced peri-operative hyponatremia were older (p < 0.001) with significantly lower baseline sodium (p = 0.041) and haemoglobin (p = 0.005) values. There was no difference in both the ASA score and the number of medications prescribed pre-operatively. Asides from an increased number of hyponatraemic patients on diuretic therapy (p = 0.032), there were no differences in medication use by class. There were no other differences in the peri-operative care provided.

Table 1 – Baseline demographics of patients in the reference and hyponatraemic groups.
No Hyponatremia (n = 150) Hyponatremia (n = 86) p-value
Sex (female) 82 (54.7) 57 (66.3) 0.099
Age (years) 66 (60–72) 71 (65–76) <0.001
Weight (kilograms) 94.2 (83.0–110.7) 88.8 (72.2–102.0) 0.012
BMI (kilograms/metre2) 33.8 (29.2–40.0) 32.8 (28.4–37.4) 0.213
Ethnicity
- European 77 (51.3) 49 (57.0) 0.242
Preoperative Laboratory Values
- Sodium (mmol/L) 140 (139–142) 140 (138–141) 0.041
- Haemoglobin (g/L) 141 (130–151) 138 (129–143) 0.005
- Creatinine (micromol/L) 72 (66–87) 75 (65–90) 0.827
Preoperative Medication Use
- Number of Medications 4 (2–6) 4 (3–6) 0.251
- Tramadol 15 (12.0) 11 (14.3) 0.669
- Tricyclic antidepressants 14 (11.2) 7 (9.1) 0.813
- SSRI/SNRI 12 (9.6) 5 (6.5) 0.603
- Diuretics 15 (12.0) 19 (24.7) 0.032
ASA Score 0.194
- I 6 (4.1) 1 (1.2)
- II 84 (56.8) 43 (50.0)
- III 56 (37.8) 42 (42.0)
- IV 2 (1.4) 0 (0.0)
Surgical Parameters
- Operation Duration (minutes) 83.0 (66.0–101.0) 76.5 (61.0–89.0) 0.046
- Spinal Anesthesia 128 (85.3) 72 (83.4) 0.705
3.2

3.2 Perioperative fluid administration

Fluid balance information is summarised in Supplementary Appendix A. On post-operative day two (D2, 1380 versus 1746 mL, p = 0.003) and overall, between the time of surgery and the end of post-operative day three (D0-D3, 4980 versus 5416 mL, p = 0.037) patients in the hyponatraemic group received more oral and intravenous fluid. There was no difference in the overall volume of oral fluid administered as a percentage of total fluid administration between the time of surgery and the end of post-operative day three (p = 0.412).

3.3

3.3 Sodium values and primary outcome

Pre-operatively, six (4.0%) patients in the reference group and seven (8.1%) in the hyponatraemic group had a sodium value less than 135 mmol/L. In the post-operative period, the median minimum sodium value was significantly lower in the hyponatraemic group (136 (135–137) versus 131 (128–133) mmol/L, p < 0.001), see Figure One. Without referencing the baseline sodium value, the incidence of hyponatremia was greatest on post-operative days one and two respectively. Delta sodium was significantly greater in those with hyponatremia (4 (3–5) versus 9 (7–11) mmol/L, p < 0.001). Laboratory data is referenced further in Table 2.

Table 2 – Laboratory values of patients in the reference and hyponatraemic groups.
No Hyponatremia Hyponatremia p-value
Pre-Operative Hyponatremia 6 (4.0) 7 (8.1) 0.236
Number of Sodium Recordings 2 (2–3) 3 (2–4) <0.001
Minimum Sodium 136 (135–137) 131 (128–133) <0.001
- Mild (130–134 mmol/L) 18 (12) 58 (67.4) <0.001
- Moderate (125–135 mmol/L) 2 (1.3) 20 (23.3) <0.001
- Severe (<125 mmol/L) 1 (0.7) 8 (9.3) 0.002
Hyponatremia Incidence
- D1 17 (11.4) 58 (67.4) <0.001
- D2 11 (10.6) 54 (75.0) <0.001
- D3 6 (12.5) 37 (35.1) <0.001
- D4 7 (21.9) 15 (48.4) 0.036
- D5 1 (6.3) 13 (59.1) 0.002
- D6 1 (11.1) 9 (56.3) 0.040
- D7 1 (10.0) 4 (33.3) 0.323
Delta Sodium 4 (3–5) 9 (7–11) <0.001
Creatinine/Renal Failure
- RIFLE – R 5 (3.4) 4 (4.7) 0.728
- RIFLE – I 2 (1.3) 0 (0.0) 0.534
- RIFLE – F 1 (0.7) 0 (0.0) 1.000
3.4

3.4 Hospital length of stay and patient reported outcomes

The median length of stay was significantly shorter in the reference group (4.17 (3.26–5.18) versus 4.28 (3.31–5.45) days, p = 0.031). This is a difference in length of stay of approximately 2.6 h. When comparing the reference group to those with moderate (125–130 mmol/L) or severe (<125 mmol/L) hyponatremia the difference in length of became 4.17 (3.26–5.19) versus 4.36 (4.13–7.12) days (p = 0.031) or a difference of 4.6 h. There were no differences in time to assisted weight bearing or QOR scores on day one. On post-operative day two, the QOR score was significantly greater in the reference group (113 (100–127) versus 105 (94–118), p = 0.039).

3.5

3.5 Complications of surgery and perioperative care

Hyponatraemic patients were more likely to experience a complication (Overall, 70 patients (46.7%) versus 65 (75.6%), p < 0.001)) defined through ICD-10 codes. Significant differences were seen for neurological (p = 0.002), cardiac (p < 0.001) and electrolyte (p < 0.001) classifications. Many of these codes were related to the biochemical finding of hyponatremia or fluid volume status following surgery, however meaningful differences were seen for post-operative delirium, disorientation, atrial fibrillation and bradycardia (all p < 0.05). Additional information on patient outcomes is contained in Table 3 and Supplementary Appendix C.

Table 3 – Patient and systems specific outcome measures separated by group.
No Hyponatremia Hyponatremia p-value
Length of Stay (days) 4.17 (3.26–5.18) 4.28 (3.31–5.45) 0.031
Blood Transfusion 8 (5.3) 9 (10.5) 0.190
Assisted Weight Bearing (hours) 20.0 (17.0–23.0) 20.0 (18.0–23.5) 0.569
QOR-15 D1 109 (87–123) 105 (87–115) 0.338
QOR-15 D2 113 (100–127) 105 (94–118) 0.039
Complications
- Overall 70 (46.7) 65 (75.6) <0.001
- Neurological 13 (8.7) 21 (24.4) 0.002
o Seizure 0 (0.0) 1 (1.2) 0.364
o Delirium 0 (0.0) 6 (7.0) 0.002
o Disorientation 0 (0.0) 5 (5.8) 0.006
o Somnolence 0 (0.0) 2 (2.3) 0.132
o Nausea 9 (6.0) 6 (7.0) 0.786
- Respiratory 17 (11.3) 11 (12.8) 0.835
- Cardiac 35 (23.3) 41 (47.7) <0.001
o Hypovolaemia 17 (11.3) 20 (23.3) 0.024
o Atrial Fibrillation 1 (1.3) 3 (8.1) 0.013
o Bradycardia 0 (0.0) 3 (3.5) 0.047
o Angina 1 (0.7) 3 (3.5) 0.139
o Heart Failure 2 (1.3) 4 (4.7) 0.194
- Wound 4 (2.7) 5 (5.8) 0.292
- Gastrointestinal 24 (16.0) 18 (20.9) 0.378
- Electrolyte 8 (5.3) 30 (34.9) <0.001
- Medication 10 (6.7) 11 (12.8) 0.153
3.6

3.6 Predictors of hyponatremia

Details surrounding the predictive linear regression model for delta sodium are in Supplementary Appendix B. Forty-two continuous and sixty-six categorial variables were screened against the outcome variable for model inclusion. Following screening, seven continuous and eight categorial predictors were entered in a stepwise fashion to a multivariate linear regression model. After four steps, the final predictors are shown in columns three to five. The final predictors of delta sodium were age (p = 0.003), D0-D3 total fluid administered (dL, p = 0.027), pre-operative diuretic use (p = 0.002) and a pre-operative sodium between 135 and 140 mmol/L (p = 0.003). The R2 value was 0.139.

4

4 Discussion

In this series of patients undergoing elective unilateral TKA, 36.4% developed post-operative hyponatremia. These patients were more likely to be older, on diuretic medications and have lower baseline sodium values when compared with the reference group. Hyponatremia was associated with a reduction in post-operative day two QOR scores and significantly more complications. On multivariate modelling, predictors of greater reductions in sodium values were patient age, the total intravenous and oral fluid administered between day one and three post-operatively, diuretic use and a lower baseline sodium value.

Hyponatremia occurred most frequently between the first and second post-operative days with most cases being mild to moderate in severity. Despite demonstrating a reduction in QOR scores, there was no difference in the time to mobilise and the difference in hospital length of stay, while statistically significant may not meet thresholds for clinical or financial relevance. Differences in length of stay become more profound when those with moderate (sodium level 125–130 mmol/L) or severe (sodium level <125 mmol/L) hyponatremia were considered. These results are indicative of a condition which develops frequently and resolves before serious consequences develop that could lead to more significant changes in hospital length of stay or morbidity.

Sodium levels are commonly measured as a part of ‘routine’ chemistry panels.15 In our series, those with hyponatremia were exposed to a greater number of sodium measurements, indicating caregivers were following the parameter. Following stressful procedures hyponatremia is a frequent occurrence. In patients who have experienced brain trauma, hyponatremia is especially common with an incidence that can exceed 50%.16 Others have observed that serum sodium levels are often more than 5 mmol/L lower in hospitalised patients when compared with healthy outpatients.17 The rate of hyponatremia in hospitalised populations sits between 30 and 45%, while the incidence of severe hyponatremia likely sits at between 3.0% and 6.2%.11,12,18,19 These values are comparable those reported in our study where 3.8% developed severe hyponatremia.

The cause of hyponatremia is often occult – relevant to patients undergoing arthroplasty is the stress response and anesthetic technique. Surgery leads to elevations in circulating catecholamine levels which releases stress hormones such as vasopressin, cortisol, growth hormone and insulin.20 Opiate or regional analgesia may reduce circulating levels of vasopressin however neuraxial anesthesia may lead to increases through the activation of baroreceptors.21 Although not alone in its role in regulating water balance, vasopressin leads to water retention with increases in the intracellular and extracellular fluid volume and minimal changes in the sodium content of these fluids. Elevations in vasopressin release can persist for three to five days following surgery depending on the magnitude of the stress response.20 Patients undergoing surgery can be exposed to additional precipitants of vasopressin release including drugs or mechanical ventilation.10 Other causes of hyponatremia pertinent to the perioperative period include diuretic use, steroid hormone deficiency and cirrhosis, heart failure or the nephrotic syndrome.22 These causes can be exacerbated by diuretic mediations or by using fluids which are sodium deplete.13

As evidenced through this study, perioperative hyponatremia is self-terminating with an incidence that peaks within the first two post-operative days. Clinical sequalae can occur when the sodium falls to below 125 mmol/L or with the rapid development of hyponatremia. Symptoms include nausea and malaise which can progress to vomiting, restlessness and disorientation. When hyponatremia develops rapidly, seizures, permanent brain damage and death may eventuate if the condition is not treated with caution.23 In multiple populations including the elderly, critical care patients, stroke and liver disease, hyponatremia serves as a prognostic marker for adverse events including serious morbidity and mortality.24–26

There is evidence to suggest that patients who experience complications in the setting of an ERAS pathway experience reductions in both patient centric outcomes when compared with those who do not experience a complication.7 While this statement is obvious when applied to conditions such as pulmonary embolism, there is also data to suggest that even more minor complications such as pain, weakness or vomiting can lead to prolongation of length of stay.8,9 From this study we have shown that moderate to severe hyponatremia can add almost five hours to the hospital length of stay in a setting where rehabilitation and recovery is completed as an inpatient. These results could have greater implications in settings where more aggressive discharge criteria or outpatient arthroplasty are performed which may unmask the negative effects of hyponatremia.

This study represents a significant advancement in our understanding of effects of hyponatremia in patients undergoing TKA. We have assessed the impact of hyponatremia on both patient and systems centric outcome measures. The strengths of our study include the presence of a comprehensive database which the analysis was able to be conducted. This was possible due linkages through the unique NHI number which improved the data quality available for analysis. We have also reported Quality of Recovery scores, the time to assisted mobilisation and ICD-10 complication codes which are patient centric measures of recovery. Weaknesses include the retrospective, single centre design and the fact data collection only encompassed twelve months which limited the total sample size. To further generalise the results data collection could be expanded to encompass total hip and revision arthroplasty procedures, however there are inherent differences in the physiological impact between primary and revision arthroplasty which may have implications in the magnitude of the stress response and the rate of hyponatremia. The use of ICD-10 complication codes may lead to an underestimation of some complication categories. This is in part mitigated by our use of the Quality of Recovery scores which are sensitive to changes the patient experience meaning any inadequacy in coding is only of minor importance.

5

5 Conclusion

Hyponatremia is a common finding following TKA. This leads to an increase in the hospital length of stay and a reduction in the Quality of Recovery score on the second post-operative day. Those who were older, exposed to greater amounts of oral or intravenous fluid and who were on pre-operative diuretic drugs experienced greater decreases in sodium in the post-operative period.

These results should inform practitioners as to the incidence and predictors of hyponatremia and may have implications in centres where aggressive hospital discharge or ‘same-day’ arthroplasty is performed. Future research should be directed at targeting reductions in the surgical stress response, altering exposure to medications known to influence sodium and rationalisation of fluid use to determine if further gains can be obtained following TKA.

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