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Pre-operative hemoglobin level and use of sedative-hypnotics are independent risk factors for post-operative delirium following total knee arthroplasty
BMC Musculoskeletal Disorders volume 21, Article number: 279 (2020)
Abstract
Background
Delirium is a well-known complication following surgery, especially with the increasing age of patients undergoing surgery. The increasing demands resulting from a prolonged healthy life expectancy has resulted in more arthroplasties despite their age and existing comorbidities. The purpose of this study is to explore the various risk factors that may contribute to delirium in unilateral and bilateral total knee arthroplasties in the elderly population.
Methods
170 patients who underwent unilateral or bilateral total knee arthroplasties were analyzed retrospectively for delirium. Age, sex, comorbidities, use of sedative-hypnotics, peri-operative blood loss, pre- and post-operative laboratory blood test results were investigated and analyzed.
Results
The incidence of post-operative delirium was 6.5% (11 out of 170 patients) with a mean age of 79.5 (± 6.9) years, compared to 73.0 (± 9.0) years in the non-delirium group. Higher age, use of sedative-hypnotics, low pre-operative Hb and Ht, low post-operative Hb, Ht and BUN were observed in the delirium group. Multivariate logistic regression analysis identified that the use of sedative-hypnotics and pre-operative Hb level were independent risk factors for post-operative delirium after TKA. The odds ratios for the use of sedative-hypnotics and pre-operative Hb level were 4.6 and 0.53, respectively. Receiver operating characteristic curve analysis showed that pre-operative Hb of less than 11.1 g/dL was a predictor for the development of delirium, with a sensitivity of 54.6% and a specificity of 91.6%.
Conclusion
Patients with a pre-operative Hb level of < 11.1 g/dL or those using sedative-hypnotics are associated with post-operative delirium. Peri-operative management and preventative measures are therefore needed to reduce the risks of post-operative delirium in such patients.
Background
Delirium is an acute brain dysfunction characterized by disorganized thinking and attention deficit, in addition to mild-to-moderate disturbance of consciousness [1]. The development of delirium is thought to be related to decreased oxygen supply and electrolyte imbalance. The onset is typically acute and the symptoms show marked diurnal fluctuation. The accompanying symptoms include characteristic hallucination, illusion, disorientation, and abnormal behavior [2]. Post-operative delirium is a serious condition associated with adverse clinical and economic outcomes, including higher rates of major complications, decreased cognitive function, poor functional recovery, increased length of stay, increased mortality, and higher costs [3,4,5,6]. In the acute clinical setting, it is thought that 70% of older patients have some degree of cognitive impairment [7]. More specifically delirium is estimated to be present in up to 30% of hospitalized patients [8]. The incidence of post-operative delirium in the field of Orthopaedics is reported to be 0.59–20%, with old age, anemia and poor nutrition the risk factors for post-operative delirium [3, 9,10,11,12,13,14,15,16,17,18]. In the Asian population who underwent TKA, history of dementia, history of cerebrovascular disease, low BMI, chronic opioid use, large decrease in post-operative Hb and albumin, and post-operative high BUN have been associated with post-operative delirium [9, 14, 18]. A systematic review by Bin Abd Razak et al. have identified age, history of psychiatric illness, decreased functional status and decreased verbal memory as independent predictors of delirium in total joint arthroplasties. Additionally, the use of isofluorane for general anaesthesia and benzodiazepines have been implicated while cognitive assessment has been found to be a useful predictor for post-operative delirium [19].
The problems faced by patients with post-operative delirium after total knee arthroplasty (TKA) include increased risks of falls and fractures due to continued rest, delayed rehabilitation, and prolonged hospital stay. The identification of risk factors for post-operative delirium is therefore important for the prevention and peri-operative management of patients undergoing elective surgery.
In recent years, the number of elderly patients undergoing TKA has increased, both in terms of age and numbers. However, few studies have investigated the incidence of post-operative delirium after TKA, and its risk factors have not been fully identified. Currently, there is no hospital protocol to identify patients at risk of delirium or methods to prevent its occurrence. The objective of this study was to investigate the incidence of post-operative delirium, associated comorbidities, and peri-operative risk factors for patients after TKA. The result would assist in identifying patients at risk, and aims to prevent the development of delirium post-operatively.
Methods
A total of 170 consecutive patients who underwent unilateral or bilateral TKA in our hospital between June 2013 and April 2015 were included in this study. There were 32 men and 138 women with a mean age of 74 years (range, 37 to 95 years). This gender ratio of those who underwent primary TKA was in keeping with the ratio from the national registry [20]. 92 patients underwent unilateral TKA, whereas 78 underwent bilateral TKA. The diagnoses at surgery were as follows: knee osteoarthritis in 154 patients, rheumatoid arthritis in 8 patients, spontaneous osteonecrosis of the knee in 4 patients, and psoriatic arthritis in 1 patient.
Delirium was screened and diagnosed using the Confusion Assessment Method (CAM), and the Diagnostic and Statistical Manual 5 diagnostic criteria (DSM 5) [21,22,23]. (Table 1).
Assessment was based on written medical records, entered by physicians and nurses. Two qualified medical doctors checked independently that the symptoms met both CAM and DSM-5 criteria for delirium, and were only diagnosed as delirium when the two assessors were in consensus. The time of onset, duration, and symptoms of post-operative delirium were recorded. To identify the risk factors for post-operative delirium, the patients were divided into two groups: those who developed delirium (delirium group) and those who did not (non-delirium group).
The investigated factors included age, sex, type of surgery (unilateral or bilateral TKA), history of hypertension, diabetes mellitus, ischemic heart disease, use of sedative-hypnotics, amount of peri-operative blood loss, pre- and post-operative day 1 and day 3 laboratory blood test results (white blood cells, hemoglobin [Hb], hematocrit [Ht], total protein, albumin, blood urea nitrogen [BUN], creatinine, sodium, potassium, chloride and calcium).
Standard hospital protocol for TKA surgery was performed for all patients, and routine post-operative rehabilitation was commenced for all patients. After surgery, the patients were mobilized in a wheelchair on post-operative day 1 and commenced standing and gait exercise (depending on pain) from post-operative day 2.
Patients received the following pain control regimens: Sciatic nerve block (0.375% ropivacaine 20 ml) or epidural block (0.25% ropivacaine 4 ml/hr) was used unless they declined or if the block risk was deemed too high. Celecoxib 200 mg was administered orally twice a day from post-operative day 1 until post-operative day 14. Patients with chronic kidney disease received acetaminophen 600 mg three times a day instead of celecoxib. Stronger painkillers such as tramadol were administered if post-operative pain was not controlled adequately with the above methods.
The statistical analyses performed were as follows. The nominal values were compared using the chi-squared test and the continuous variables, using the analysis of variance (ANOVA) test. The statistical significance was set at P < 0.05. Of the factors with significance, age, pre-operative Hb, use of sedative-hypnotics, and post-operative day 3 BUN were selected for multivariate analysis, based on significance and previous reports. Logistic multiple regression analysis was performed to identify independent risk factors for delirium.
All protocols in this study are under the approval of the ethics committee for clinical research at The Jikei University School of Medicine (Approval number: 31–222(9721)).
Results
The incidence of post-operative delirium was 6.5% (11 out of 170 patients). The time of onset ranged from the day of surgery to post-operative day 3 (mean, 0.8 days). 6 patients (55%) developed delirium on the day of surgery, 3 patients (27%) on post-operative day 1, and 1 patient each (9%) on post-operative day 2 and day 3. The duration of delirium ranged from 1 day to 5 days (mean duration 1.8 days). The most prominent symptoms of delirium were as follows: “disorientation” in 7 patients (64%), “unintelligible speech and behavior” in 4 patients (36%), “hallucinations, such as auditory/visual hallucination” in 2 patients (18%), “difficulty resting at night (for example, sitting or standing at night)” in 2 patients (18%), and “yelling” in 1 patient (9%). One patient required medical treatment by a psychiatrist (Table 2).
The mean age was 79.5 (± 6.9) years in the delirium group and 73.0 (± 9.0) years in the non-delirium group; the delirium group comprised of significantly older individuals than the non-delirium group (P = 0.021). The sex-wise incidence of post-operative delirium was 6.3% (2 out of 32 patients) among men and 6.5% (9 out of 138 patients) among women, with no significant difference between the sexes (P = 0.955). The incidence according to the type of surgery was 4.3% (4 out of 92 patients) for unilateral TKA and 9.0% (7 out of 78 patients) for bilateral TKA, with no significant difference between the methods (P = 0.221).
The number of regular users of sedative-hypnotics was greater in the delirium group with 5 out of 11 patients (45%), compared to 27 out of 159 patients (17.0%) in the non-delirium group (P = 0.036). All patients were prescribed benzodiazepine receptor agonists, except for 1 patient who was prescribed ramelton, a melatonin receptor, and did not develop delirium. There was 1 patient with pre-operative dementia, but post-operative delirium was not observed in this patient. 1 patient had a previous history of delirium, and this patient developed delirium post-operatively. There were also isolated cases of post-operative complications such as a cerebrovascular event and a seizure, but again, they were not observed in the delirium group. Significant differences were also observed in patients with low pre-operative levels of Hb (P < 0.001) and Ht (P < 0.001). Low post-operative day 1 levels of Hb (P = 0.028), Ht (P = 0.034), and post-operative day 3 BUN levels (P = 0.008) were also observed in the delirium group. There were no significant differences in sex, type of surgery (unilateral or bilateral), amount of blood loss, history of hypertension, diabetes mellitus, ischemic heart disease, or other blood test results between the delirium and non-delirium groups (Table 3).
Multivariate logistic regression analysis was performed for the variables that were significantly associated with post-operative delirium on univariate analysis (Table 4). The use of sedative-hypnotics and pre-operative Hb level were identified as independent risk factors for post-operative delirium after TKA. The adjusted odds ratios for the use of sedative-hypnotics and pre-operative Hb level were 4.6 and 0.53, respectively. Receiver operating characteristic (ROC) curve analysis showed that pre-operative Hb of less than 11.1 g/dL was a predictor for the development of delirium, with a sensitivity of 54.6% and a specificity of 91.6% (AUC value 0.77) (Fig. 1).
Discussion
The presence of delirium increases the risk of developing dementia later in life [25]. Although generally a temporal condition presenting with psychiatric symptoms, delirium can lead to decreased quality of life and reduced ability to perform routine activities; therefore, its prevention and treatment are important, especially in elective surgery.
Delirium is generally induced by organic brain damage, systemic diseases, and pharmacological factors. The causes of delirium are often difficult to identify, and multiple factors are believed to be involved in its pathogenesis. The most well known risk factors are history of delirium (odds ratio, 4.1), advanced age (≥70 years) (odds ratio, 3.2), and pre-existing cognitive dysfunction before surgery (odds ratio, 2.2) [26]. Other reported risk factors for delirium include low Hb or Ht, malnutrition, and dehydration, by causing low blood pressure and metabolic imbalance leading to hypoxic brain injury [11, 27]. It was also reported that the risk of delirium increased 1.15-fold per year increase in age [9]. As the number of elderly patients undergoing TKA has increased in recent years, attention to incidence of post-operative delirium is warranted in clinical practice, as this affects time until ambulation and duration of hospital stay [14]. This study consisted of patients with a higher average age compared to previous studies, and also included a larger number of bilateral TKA [9, 14]. In this study, the incidence of post-operative delirium after TKA was 6.5%, similar to previous reports, and no difference was observed between unilateral and bilateral TKA patients, despite bilateral TKA consisting of longer surgery time and increased peri-operative blood loss.
The pathogenesis of delirium is complex and multifactorial, and the utilization of multivariate analysis is a useful approach for identifying significant risk factors. Multivariate analysis of risk factors for post-operative delirium after TKA identified the use of sedative-hypnotics and a pre-operative Hb level of < 11.1 g/dL as independent risk factors. The use of sedative-hypnotics increased the risk of delirium by more than 4 times. Age, Hb/Ht level on post-operative day 1, and BUN level on post-operative day 3 showed significant differences in the univariate analysis but not in the multivariate analysis. Given that the Hb/Ht and BUN levels are associated with dehydration and anemia, further analysis is required to assess their true association with delirium.
In recent years, there have been reports that benzodiazepine receptor agonists (benzodiazepines and non-benzodiazepines) may cause cognitive decline, mental dependence, delirium, and muscle relaxation, with increased risks of falls and proximal femoral fractures [15, 28, 29]. New insomnia drugs, such as ramelteon and suvorexant, act selectively on the pineal and hypothalamic receptors (melatonin receptor and orexin receptor), respectively, potentially reducing the risk of delirium. Furthermore, Hatta et al. reported in a randomized clinical trial, that ramelteon and suvorexant even showed suppressive effects against delirium [30, 31]. Therefore if possible, switching from benzodiazepine receptor agonists to these drugs prior to surgery may have a preventative effect for pre-operative elderly patients against delirium.
There has been a growing interest in the role of anemia in cognition among older adults. Recent systematic review and meta-analysis showed significant positive association between anemia and global cognitive decline, reduced executive function, and the incidence of dementia [19, 32]. A recent report suggested anemia as an independent risk factor for delirium in hospitalized older patients along with dementia in a small cohort of 190 patients [33]. However, in a more recent multicenter study, no evidence of association was found between anemia and cognitive impairment [34].
Tranexamic acid has been shown to decrease intra-operative blood loss and the need for overall blood transfusion in knee and hip arthroplasties, and its efficacy and safety has been evaluated in a meta-analysis [35,36,37]. However, pre-operative anemia remains a risk-factor for blood transfusion despite tranexamic acid administration, and attempts to minimize post-operative Hb decrease have not been sufficient to compensate for low pre-operative Hb [38]. Furthermore, pre-operative blood transfusion remains controversial, with reports of multiple complications associated with pre-operative blood transfusion in hip arthroplasty [39].
Oral iron supplement has not been proven to be beneficial, due to its low absorption rate and gastrointestinal side-effects [40]. Intravenous iron therapy on the other hand is a more effective method with fewer side effects. It reduced the rate of transfusion and length of hospital stay, but there is no conclusive evidence at present to suggest that correcting pre-operative anemia results in reduced risk of delirium post-operatively [41].
Although no definitive preventative measures for delirium exist, its multi-factorial nature suggests that for elderly patients with either low Hb or sedative-hypnotics, particular consideration is necessary to reduce other potential risk factors such as peri-operative bleeding and dehydration. Current hospital practice involves minimizing blood loss intra-operatively by administering tranexamic acid and avoiding dehydration by administration of intravenous fluids peri-operatively. We encourage early rehabilitation and gait exercise to prevent prolonged bed stay to reduce post-operative complications. However, no specific measures had been taken to identify and reduce the risks of delirium. As a result, previous pre-operative assessment included rigorous medical assessment, but lacked cognitive assessment and did not take into account the use of pre-operative benzodiazepine receptors. Taking into account the findings from this study, we are developing a new hospital protocol, to be particularly cautious in patients with Hb < 11.1 g/dl, and explaining the risks of delirium to patients and their family. Furthermore, we are screening for patients who are taking benzodiazepine receptor agonists, and where possible, switching them to alternative sedative-hypnotics such as melatonin and orexin receptors prior to surgery. In addition, administration of benzodiazepine receptor agonists are avoided post-operatively.
There were several limitations in this study. First, the study design was retrospective, and therefore the details of delirium could only be assessed based on the existing medical records. More importantly, pre-operative cognitive function was not assessed, which is an indicator of post-operative delirium. A detailed analysis is required to assess the specific risk of TKA in cognitive decline. Another limitation was that the number of patients in the delirium group was much smaller than that in the non-delirium group. There are also reports of subsyndromal delirium, which are not easily identified, but may be significant in terms of risks of falls and development of future dementia [42, 43]. Again, these may be identified by pre-operative cognitive function screening in a future study.
A prospective study in future with the accrual of more cases and routine delirium assessment may further our understanding of the risk factors for delirium.
Conclusion
Post-operative delirium is a significant surgical complication affecting both short-term in-hospital care and long-term outcome. It is the responsibility of the surgeon to minimize the risks of post-operative delirium using appropriate prevention and management, particularly in elective surgery. Results of this study showed that patients with a pre-operative Hb level of < 11.1 g/dL and those using sedative-hypnotics are associated with post-operative delirium. Peri-operative management and preventative measures are therefore needed to reduce the risks of post-operative delirium in such patients.
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Abbreviations
- TKA:
-
Total knee arthroplasty
- CAM:
-
Confusion Assessment Method
- DSM 5:
-
Diagnostic and Statistical Manual 5 diagnostic criteria
- Hb:
-
Hemoglobin
- Ht:
-
Hematocrit
- BUN:
-
Blood urea nitrogen
References
Levkoff SE, Evans DA, Liptzin B, Cleary PD, Lipsitz LA, Wetle TT, Reilly CH, Pilgrim DM, Schor J, Rowe J. Delirium. The occurrence and persistence of symptoms among elderly hospitalized patients. Arch Intern Med. 1992;152(2):334–40..
McCusker J, Cole M, Dendukuri N, Han L, Belzile E. The course of delirium in older medical inpatients: a prospective study. J Gen Intern Med. 2003;18(9):696–704.
Robertson BD, Robertson TJ. Postoperative delirium after hip fracture. J Bone Joint Surg Am. 2006;88(9):2060–8.
Cole MG. Delirium in elderly patients. Am J Geriatr Psychiatry. 2004;12(1):7–21.
Deiner S, Silverstein JH. Postoperative delirium and cognitive dysfunction. Br J Anaesth. 2009;103(Suppl 1):i41–6.
McCusker J, Cole MG, Voyer P, Monette J, Champoux N, Ciampi A, Vu M, Belzile E. Six-month outcomes of co-occurring delirium, depression, and dementia in long-term care. J Am Geriatr Soc. 2014;62(12):2296–302.
Moug SJ, Stechman M, McCarthy K, Pearce L, Myint PK, Hewitt J. Older persons surgical outcomes C: frailty and cognitive impairment: unique challenges in the older emergency surgical patient. Ann R Coll Surg Engl. 2016;98(3):165–9.
Saxena S, Lawley D. Delirium in the elderly: a clinical review. Postgrad Med J. 2009;85(1006):405–13.
Chung KS, Lee JK, Park JS, Choi CH. Risk factors of delirium in patients undergoing total knee arthroplasty. Arch Gerontol Geriatr. 2015;60(3):443–7.
de Jong L, van Rijckevorsel V, Raats JW, Klem T, Kuijper TM, Roukema GR. Delirium after hip hemiarthroplasty for proximal femoral fractures in elderly patients: risk factors and clinical outcomes. Clin Interv Aging. 2019;14:427–35.
Kawaguchi Y, Kanamori M, Ishihara H, Abe Y, Nobukiyo M, Sigeta T, Hori T, Kimura T. Postoperative delirium in spine surgery. Spine J. 2006;6(2):164–9.
Lee PJ, Shorten GD. Delirium after hip fracture surgery. J Clin Anesth. 2019;58:119–20.
Wang CG, Qin YF, Wan X, Song LC, Li ZJ, Li H. Incidence and risk factors of postoperative delirium in the elderly patients with hip fracture. J Orthop Surg Res. 2018;13(1):186.
Wang L, Seok S, Kim S, Kim K, Lee S, Lee K. The risk factors of postoperative delirium after Total knee Arthroplasty. J Knee Surg. 2017;30(6):600–5.
Weinstein SM, Poultsides L, Baaklini LR, Morwald EE, Cozowicz C, Saleh JN, Arrington MB, Poeran J, Zubizarreta N, Memtsoudis SG. Postoperative delirium in total knee and hip arthroplasty patients: a study of perioperative modifiable risk factors. Br J Anaesth. 2018;120(5):999–1008.
Rade MC, Yadeau JT, Ford C, Reid MC. Postoperative delirium in elderly patients after elective hip or knee arthroplasty performed under regional anesthesia. HSS J. 2011;7(2):151–6.
Jankowski CJ, Trenerry MR, Cook DJ, Buenvenida SL, Stevens SR, Schroeder DR, Warner DO. Cognitive and functional predictors and sequelae of postoperative delirium in elderly patients undergoing elective joint arthroplasty. Anesth Analg. 2011;112(5):1186–93.
Huang J, Bin Abd Razak HR, Yeo SJ. Incidence of postoperative delirium in patients undergoing total knee arthroplasty-an Asian perspective. Ann Transl Med. 2017;5(16):321.
Bin Abd Razak HR, Yung WY. Postoperative delirium in patients undergoing Total joint Arthroplasty: a systematic review. J Arthroplast. 2015;30(8):1414–7.
The Japanese Society For Replacement Arthroplasty [https://jsra.info/pdf/TKA(JAR2017English version).pdf] accessed February 2020.
American Academy of Family Physicians. American Psychiatric Association. Work Group on DSM-IV-PC.: Diagnostic and statistical manual of mental disorders, fourth. In: primary care version. 1st ed. Washington: American Psychiatric Association; 1995.
Wei LA, Fearing MA, Sternberg EJ, Inouye SK. The confusion assessment method: a systematic review of current usage. J Am Geriatr Soc. 2008;56(5):823–30.
Inouye SK, van Dyck CH, Alessi CA, Balkin S, Siegal AP, Horwitz RI. Clarifying confusion: the confusion assessment method. A new method for detection of delirium. Ann Intern Med. 1990;113(12):941–8.
American Psychiatric Association. American Psychiatric Association. DSM-5 Task Force.: Diagnostic and statistical manual of mental disorders : DSM-5. 5th ed. Washington: American Psychiatric Association; 2013.
Silverstein JH, Deiner SG. Perioperative delirium and its relationship to dementia. Prog Neuro-Psychopharmacol Biol Psychiatry. 2013;43:108–15.
Litaker D, Locala J, Franco K, Bronson DL, Tannous Z. Preoperative risk factors for postoperative delirium. Gen Hosp Psychiatry. 2001;23(2):84–9.
Lee H, Ju JW, Oh SY, Kim J, Jung CW, Ryu HG. Impact of timing and duration of postoperative delirium: a retrospective observational study. Surgery. 2018;164(1):137–43.
Soyka M. Treatment of benzodiazepine dependence. N Engl J Med. 2017;376(24):2399–400.
Saarelainen L, Tolppanen AM, Koponen M, Tanskanen A, Sund R, Tiihonen J, Hartikainen S, Taipale H. Risk of Hip Fracture in Benzodiazepine Users With and Without Alzheimer Disease. J Am Med Dir Assoc. 2017;18(1):87 e15–21.
Hatta K, Kishi Y, Wada K, Takeuchi T, Odawara T, Usui C, Nakamura H, Group D-J. Preventive effects of ramelteon on delirium: a randomized placebo-controlled trial. JAMA Psychiatry. 2014;71(4):397–403.
Hatta K, Kishi Y, Wada K, Takeuchi T, Ito S, Kurata A, Murakami K, Sugita M, Usui C, Nakamura H, et al. Preventive effects of Suvorexant on delirium: a randomized placebo-controlled trial. J Clin Psychiatry. 2017;78(8):e970–9.
Andro M, Le Squere P, Estivin S, Gentric A. Anaemia and cognitive performances in the elderly: a systematic review. Eur J Neurol. 2013;20(9):1234–40.
Joosten E, Lemiengre J, Nelis T, Verbeke G, Milisen K. Is anaemia a risk factor for delirium in an acute geriatric population? Gerontology. 2006;52(6):382–5.
Myint PK, Owen S, McCarthy K, Pearce L, Moug SJ, Stechman MJ, Hewitt J, Carter B. Is anemia associated with cognitive impairment and delirium among older acute surgical patients? Geriatr Gerontol Int. 2018;18(7):1025–30.
Gortemoller MA, Allen B, Forsyth R, Theiss K, Cunningham K, Tucker C. Comparison of Oral and intravenous Tranexamic acid for prevention of perioperative blood loss in Total knee and Total hip Arthroplasty. Ann Pharmacother. 2018;52(3):246–50.
Kayupov E, Fillingham YA, Okroj K, Plummer DR, Moric M, Gerlinger TL, Della Valle CJ. Oral and intravenous Tranexamic acid are equivalent at reducing blood loss following Total hip Arthroplasty: a randomized controlled trial. J Bone Joint Surg Am. 2017;99(5):373–8.
Zhu J, Zhu Y, Lei P, Zeng M, Su W, Hu Y. Efficacy and safety of tranexamic acid in total hip replacement: a PRISMA-compliant meta-analysis of 25 randomized controlled trials. Medicine (Baltimore). 2017;96(52):e9552.
Ryan SP, Klement MR, Green CL, Blizzard DJ, Wellman SS, Seyler TM. Preoperative hemoglobin predicts postoperative transfusion despite Antifibrinolytics during Total knee Arthroplasty. Orthopedics. 2019;42(2):103–9.
Sobrio SA, Johny A, Gu A, Wei C, Jones C, Cohen JS, Liu J, Sculco PK. Pre-operative transfusions are associated with numerous post-operative complications in total hip arthroplasty. J Orthop. 2019;16(3):241–4.
Mundy GM, Birtwistle SJ, Power RA. The effect of iron supplementation on the level of haemoglobin after lower limb arthroplasty. J Bone Joint Surg (Br). 2005;87(2):213–7.
Shin HW, Park JJ, Kim HJ, You HS, Choi SU, Lee MJ. Efficacy of perioperative intravenous iron therapy for transfusion in orthopedic surgery: a systematic review and meta-analysis. PLoS One. 2019;14(5):e0215427.
Cole MG, Ciampi A, Belzile E, Dubuc-Sarrasin M. Subsyndromal delirium in older people: a systematic review of frequency, risk factors, course and outcomes. Int J Geriatr Psychiatry. 2013;28(8):771–80.
Ouimet S, Riker R, Bergeron N, Cossette M, Kavanagh B, Skrobik Y. Subsyndromal delirium in the ICU: evidence for a disease spectrum. Intensive Care Med. 2007;33(6):1007–13.
Acknowledgements
The authors would like to thank the members of the department of Orthopaedics at The Jikei University Hospital, for their assistance in data collection and surgery.
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EK, MS, DK(1), RI, HH, DK(2) and TH performed the surgery. EK, RI, HH, and TH were involved in the planning of the research. EK, DK(2) and TH collected the data. EK, TK and MS analyzed the data. EK and TK wrote the manuscript. MS and KM supervised the project. All authors have read and approved the final manuscript.
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Kijima, E., Kayama, T., Saito, M. et al. Pre-operative hemoglobin level and use of sedative-hypnotics are independent risk factors for post-operative delirium following total knee arthroplasty. BMC Musculoskelet Disord 21, 279 (2020). https://doi.org/10.1186/s12891-020-03206-4
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DOI: https://doi.org/10.1186/s12891-020-03206-4