Skip to main content
European Journal of Medical Research logoLink to European Journal of Medical Research
. 2022 Mar 12;27:40. doi: 10.1186/s40001-022-00660-9

Factors associated with post-operative delirium in hip fracture patients: what should we care

Dequn Kong 1, Weihua Luo 1, Zhijun Zhu 1, Sixin Sun 1, Jian Zhu 1,
PMCID: PMC8917680  PMID: 35279208

Abstract

Background

The postoperative delirium is a common yet serious complication in elderly patients with hip fracture. We aimed to evaluate the potential risk factors of delirium in patients with hip fracture, to provide reliable evidence to the clinical management of hip fracture.

Methods

This study was a retrospective design. Elderly patients who underwent hip fracture surgery in our hospital from June 1, 2019 to December 30, 2020 were selected. The characteristics and treatment data of delirium and no delirium patients were collected and compared. Multivariate logistic regression analysis was performed to analyze the influencing factors affecting postoperative delirium in elderly patients with hip fracture.

Results

A total of 245 patients with hip fracture were included, the incidence of postoperative delirium in patients with hip fracture was 13.06%. There were significant differences in the age, BMI, history of delirium, estimated blood loss and duration of surgery (all p  < 0.05). There were significant differences in the albumin and TSH between delirium and no delirium group (all p < 0.05), Logistics analyses indicated that age ≥ 75 years (OR 3.112, 95% CI 1.527–5.742), BMI ≥ 24 kg/m2 (OR 2.127, 95% CI 1.144–3.598), history of delirium (OR 1.754, 95% CI 1.173–2.347), estimated blood loss ≥ 400 mL (OR 1.698, 95% CI 1.427–1.946), duration of surgery ≥ 120 min (OR 2.138, 95% CI 1.126–3.085), preoperative albumin ≤ 40 g/L (OR 1.845, 95% CI 1.102–2.835) and TSH ≤ 2 mU/L (OR 2.226, 95% CI 1.329–4.011) were the independent risk factors of postoperative delirium in patients with hip fracture(all p < 0.05).

Conclusions

Postoperative delirium is very common in elderly patients with hip fracture, and it is associated with many risk factors, clinical preventions targeted on those risk factors are needed to reduce the postoperative delirium.

Supplementary Information

The online version contains supplementary material available at 10.1186/s40001-022-00660-9.

Keywords: Delirium, Surgery, Hip fracture, Treatment, Care, Prevention

Background

With the aging of the population, the incidence of hip fractures is increasing year by year [1]. It is reported that the incidence of hip fractures is 11.1% in men and 22.7% in women [2, 3]. Almost half of hip fractures occur in patients 70 years of age or older. It is estimated that 18–28% of elderly hip fracture patients die within a year [4]. Hip fractures in the elderly seriously affect their quality of life and bring about a lasting decline in physical fitness, which leads to an increase in the morbidity and mortality [5]. Postoperative delirium is the most common type of complication after hip fracture [6, 7]. Delirium is a kind of acute mental disorder with manifestation of decrease in concentration, sustained ability, and easy to be interfered with [8]. During the illness, there are fluctuations in the condition every day, usually manifested as daytime sleepiness and night irritability. Studies [9, 10] have reported that patients with delirium hip fractures during hospitalization have a worse prognosis than those without delirium. Delirium during the perioperative period will seriously affect the patient’s treatment effect, increase the mortality or the need for home care after discharge, length of hospital stays, costs, and hospital-acquired complications [11, 12].

In clinical practice, due to the lack of knowledge of medical staff and the complexity and change of symptoms, about 32. 46% of delirium is often undetected or not treated, which will bring more serious consequences to the patient [13]. Thirty to Forty percent of perioperative delirium can be prevented, and effective prevention of delirium can minimize its occurrence and related adverse consequences [14, 15]. Therefore, we aimed to analyze the characteristics and related influencing factors of postoperative delirium in patients with hip fractures, to provide evidence support for the prevention of postoperative delirium and management of clinical hip fractures.

Methods

Ethics

In this study, all methods were performed in accordance with the relevant guidelines and regulations. This present study was a retrospective design. Our study had been verified and approved by the ethical committee of our hospital (Approval Number: LS2019015). Our hospital is an urban tertiary hospital with designated 1788 beds for medical services. For patients with delirium, the written informed consent from guardians for such patients were obtained. For the patients without delirium, written informed consents were obtained from patients.

Patients

Elderly patients who underwent hip fracture surgery in the orthopedics department of our hospital from June 1, 2019 to December 30, 2020 were selected as the research patients. The inclusion criteria for patients in this study were: age ≥ 60 years; the hip fracture met the diagnostic criteria for hip fractures; patient underwent elective surgery in our hospital; all patients and their families had been informed and signed an informed consent form; clinical data was complete. Exclusion criteria: patients with a history of brain surgery; participants experienced delirium before the surgical procedure; patients with hearing impairment, since we might have difficulty to communicate with; patients with malignant tumors, since they were mainly treated in the oncology department of our hospital; patients taking sedatives or antidepressants; patients who were unwilling to participate in this study.

Diagnosis of delirium

According to the diagnostic criteria in the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-V) of the American Psychiatric Association [16], the confusion assessment method (CAM) was used as a diagnostic tool for the diagnosis of delirium [17]. CAM includes 4 items: ① acute onset and fluctuating changes in mental state; ② inattention; ③ thinking disorder; ④ change of consciousness level. The CAM assessment was conducted for all the patients pre-operation and post-operation twice a day until the discharge of patients. All the nurses and doctors in our department had been trained for the CAM assessment. The CAM assessment was conducted and recorded by the nurse in charge.

Data collection

Two authors independently collected following clinical data: age, gender, body mass index (BMI), hypertension, diabetes mellitus, hyperlipidemia, history of delirium, type of fracture, time to surgery, postoperative ability of daily living (ADL) score, method of anesthesia, estimated blood loss and duration of surgery. Besides, all patients underwent preoperative laboratory examinations. We collected following biochemical indicators: albumin, hemoglobin, blood sugar, creatinine, urea nitrogen, triiodothyronine (T3), thyroxine (T4), serum thyroid stimulating hormone (TSH), free triiodothyronine (FT3), free thyroxine (FT4), arterial partial pressure of oxygen (PaO2) arterial partial pressure of carbon dioxide (PaCO2).

Statistical method

We used SPSS 25. 0 Software to carry out statistical analysis of relevant data. Measurement data was expressed as mean ± standard deviation, measurement data between groups was compared by independent sample t test, count data was expressed by number of cases and percentage, and count data were compared by Chi-square test. The covariates with statistical significance in the univariate analysis were further included into the multivariate logistic regression model. We used multivariate logistic regression to analyze the factors affecting postoperative delirium in elderly patients with hip fracture. In this study, p < 0. 05 meant that the difference between the groups was statistically significant.

Results

The characteristics of included patients

A total of 245 patients with hip fracture were included in this study, and 32 patients had been diagnosed as delirium, the incidence of postoperative delirium in patients with hip fracture was 13.06%. As shown in Table 1, there were significant differences in the age, BMI, history of delirium, estimated blood loss and duration of surgery (all p < 0.05). No significant differences in the gender, hypertension, diabetes mellitus, hyperlipidemia, type of fracture, time to surgery, postoperative ADL score and method of anesthesia were found (all p > 0.05).

Table 1.

Characteristics of included patients

Items Delirium group (n = 32) No delirium group (n = 213) t/χ2 p
Age (years) 78.84 ± 7.36 71.21 ± 5.83 10.731 0.014
Male/female 12/20 84/129 1.926 0.085
BMI (kg/m2) 25.32 ± 3.56 21.20 ± 2.98 1.142 0.026
Hypertension 21 (62.63%) 110 (51.64%) 1.165 0.101
Diabetes mellitus 13 (40.63%) 78 (36.62%) 1.224 0.094
Hyperlipidemia 14 (43.75%) 82 (38.50%) 1.707 0.089
History of delirium 17 (5 3.13%) 19 (8.92%) 1.113 0.021
Type of fracture 1.188 0.107
 Femoral neck fracture 13 (40.63%) 81 (38.03%)
 Intertrochanteric fracture 18 (56.25%) 129 (60.56%)
 Subtrochanteric fracture 1 (3.12%) 3 (1.41%)
Preoperative ADL score 95.42 ± 7.18 94.95 ± 9.84 22.107 0.073
Time to surgery (days) 1.84 ± 1.04 1.77 ± 1.16 1.842 0.109
Method of anesthesia 1.882 0.096
 Lumbar anaesthesia 19 (59.38%) 124 (58.22%)
 General anaesthesia 13 (40.63%) 89 (41.78%)
Estimated blood loss (mL) 455.07 ± 62.85 369.12 ± 58.23 38.467 0.002
Duration of surgery (min) 147.12 ± 36.77 102.37 ± 24.16 19.236 0.008

Preoperative laboratory examination results

As shown in Table 2, there were significant differences in the albumin and TSH between delirium and no delirium group(all p < 0.05), no significant differences in the hemoglobin, blood sugar, creatinine, urea nitrogen, T3, T4, FT3, FT4, PaO2 and PaCO2 were found(all p > 0.05).

Table 2.

Preoperative laboratory examination results

Items Delirium group (n = 32) No delirium group (n = 213) t/χ2 p
Albumin (g/L) 38.05 ± 6.22 44.96 ± 5.34 7.116 0.025
Hemoglobin (g/L) 122.03 ± 19.74 120.84 ± 14.09 17.253 0.091
Blood sugar (mmol/L) 7.42 ± 1.08 7.51 ± 1.33 1.650 0.102
Creatinine (μmol/L) 76.95 ± 8.31 75.32 ± 8.84 6.041 0.087
Urea nitrogen (mmol/L) 7.73 ± 1.02 7.24 ± 1.27 1.636 0.099
T3 (mU/L) 1.41 ± 0.12 1.38 ± 0.11 1.204 0.112
T4 (mU/L) 95.03 ± 12.54 96.23 ± 14.04 8.345 0.063
TSH (mU/L) 1.62 ± 0.22 2.74 ± 0.52 1.224 0.022
FT3 (mU/L) 3.13 ± 0.97 3.30 ± 0.83 1.137 0.059
FT4 (mU/L) 16.84 ± 4.03 16.59 ± 5.18 3.284 0.064
PaO2 (mmHg) 84.36 ± 12.65 86.89 ± 15.11 9.705 0.131
PaCO2 (mmHg) 33.82 ± 5.78 32.41 ± 6.05 4.822 0.061

Logistic regression analyses

The variable assignment of multivariate logistic regression was presented in Additional file 1. As indicated in Table 3, Age ≥ 75 years (OR 3.112, 95% CI 1.527–5.742), BMI ≥ 24 kg/m2 (OR 2.127, 95% CI 1.144–3.598), history of delirium (OR 1.754, 95% CI 1.173–2.347), estimated blood loss ≥ 400 mL (OR 1.698, 95% CI 1.427–1.946), duration of surgery ≥ 120 min (OR 2.138, 95% CI 1.126–3.085), preoperative albumin ≤ 40 g/L (OR 1.845, 95% CI 1.102–2.835) and TSH ≤ 2 mU/L (OR 2.226, 95% CI 1.329–4.011) were the independent risk factors of postoperative delirium in patients with hip fracture(all p < 0.05).

Table 3.

Logistic regression analysis on the risk factors of postoperative delirium in patients with hip fracture

Items β SE OR 95% CI p
Age ≥ 75 years 0.122 0.495 3.112 1.527–5.742 0.012
BMI ≥ 24 kg/m2 0.217 0.356 2.127 1.144–3.598 0.029
History of delirium 0.143 0.518 1.754 1.173–2.347 0.042
Estimated blood loss ≥ 400 mL 0.257 0.522 1.698 1.427–1.946 0.013
Duration of surgery ≥ 120 min 0.187 0.236 2.138 1.126–3.085 0.046
Albumin ≤ 40 g/L 0.124 0.331 1.845 1.102–2.835 0.017
TSH ≤ 2 mU/L 0.114 0.642 2.226 1.329–4.011 0.009

Discussion

Postoperative delirium is an acute psychopathic syndrome with cognitive dysfunction and other related symptoms including disturbances in consciousness, perception, thinking, mood, memory, attention, and sleep cycle [18]. Postoperative delirium has a high morbidity and related mortality in elderly patients [19]. According to reports [20, 21], the incidence of delirium after hip fracture in the elderly ranges from 5.15 to 48.37%, which may be related to the differences of diagnostic criteria of delirium. Previous study [22] has analyzed 232 cases of elderly patients with hip fracture and has found that delirium occurred in 30.2% of patients, and the survival rate of this part of patients 40 months after surgery was 63.6%, which was much lower than the normal patient’s survival rate of 81.0%. Besides, previous studies [2325] have found that patients with delirium have longer hospital stays, higher medical costs, and the incidence of dementia after discharge can be as high as 38%, and postoperative hip function and independent living ability of delirium patients are difficult to restore to the preoperative level, which seriously affects the prognosis of patients. Therefore, early prevention, detection and treatment of delirium have important clinical significance for improving the prognosis of patients with hip fracture. The results of our study have indicated that the incidence of postoperative delirium in patients with hip fracture is 13.06%, and age ≥ 75 years, BMI ≥ 24 kg/m2, history of delirium, estimated blood loss ≥ 400 mL, duration of surgery ≥ 120 min, preoperative albumin ≤ 40 g/L and TSH ≤ 2 mU/L are the independent risk factors of postoperative delirium in patients with hip fracture. Clinical measures targeted on those risk factors are needed to prevent the onset and development of postoperative delirium.

With the increase of age, the organs and tissues of elderly patients degenerate and their functions decline, and there are often many chronic underlying medical diseases, such as the cardiovascular system, respiratory system, and endocrine system [26]. Besides, they are also easy to merge due to decreased appetite and intake, and metabolic disorders, leading to malnutrition [27]. Studies [28, 29] have shown that elderly patients with hip fractures ≥ 73 years of age are 1.83 times more likely to develop delirium after surgery than those aged < 73 years. Studies [30, 31] have shown that age is attributable to preoperative malnutrition in elderly patients with medullary fractures, and it is one of the main risk factors of delirium in elderly patients, which is consistent with the results of this study.

Higher BMI is associated with higher risk of delirium. It’s been reported that obesity is associated with the development of delirium, and obesity patients generally have higher BMI [32, 33]. Besides, it’s been reported that the higher BMI is associated with hip fracture in elderly patients [34]. The association of BMI and higher risk of delirium may be a J-shaped curve, since the obesity is generally defined as BMI ≥ 28 kg/m2. Limited by sample size, we could not perform subgroup analysis on the association of BMI and delirium, future studies with larger sample size and different population are needed.

The duration of surgery is a risk factor for delirium after hip fracture surgery in the elderly. The reasons may be that the prolonged operation duration means prolonged anesthesia time and stress duration of surgical trauma [35]. However, the function of various organs in elderly hip patients has a certain degree of degradation, and then suffers a longer surgical trauma and stress level, the body is more likely to be decompensated, and the central system of norepinephrine–acetylcholine is more likely to be unbalanced, causing brain to be extremely excited, leading to the occurrence of delirium [36, 37]. In addition, the prolonged surgery duration for elderly patients with hip fractures also means increased surgical trauma and intraoperative blood loss, excessive blood loss has aggravated the hypoxia of brain cells, resulting in the occurrence of delirium [38]. It’s been reported that the intraoperative anesthetics is associated with the delirium, yet we did no find this association, which may be explained that the sample size is not large enough to detect the association. Therefore, preoperative doctors should formulate individualized surgical plans according to the specific conditions of the patients, speed up the operation process to reduce intraoperative blood loss, shorten the operation time, and reduce the use of intraoperative anesthetics.

Low albumin is one of the manifestations of patients with malnutrition. It’s been reported that the patient’s nutritional status has a certain correlation with the occurrence of postoperative delirium [39]. Studies [40, 41] have shown that the risk of postoperative delirium among elderly patients with hip fracture is 3 times that of those with normal nutrition and 2.5 times that of those with malnutrition. There may be an underlying inflammatory process causing this. Thus, factors associated with prolonged inflammation, such as infections, delay in surgery may be involved. Some studies [42, 43] believe that the application of high-protein nutritional supplements before surgery can improve the clinical outcome of surgical patients. Therefore, the monitor and correction of albumin level is vital to the prognosis of patients with hip fracture surgery.

Hip fracture surgery is traumatic and usually takes a long time, thus the postoperative stress response is obvious. It disrupts the hypothalamus–pituitary–thyroid axis of the patient and affects thyroid function [44]. Thyroid hormone is an essential substance for maintaining the normal function of the central nervous system and is closely associated with human mental activity [45]. Previous studies [46, 47] have shown that the inflammatory response of the systemic system caused by postoperative stress can lead to delirium by increasing the permeability of the blood–brain barrier. Thyroid hormone can significantly affect the body’s protein metabolism, has a diuretic effect and stimulating effect on the function of the adrenal cortex, and affects the function of the cardiovascular system, thereby affecting the blood flow of important organs, such as the liver, kidney, and brain. As the number of brain cells in the elderly decreases year by year with age, the cerebral blood flow is also reduced, the metabolic level is significantly reduced, the central neurotransmitter is reduced, and the nerve conduction speed slows down, resulting in widespread brain dysfunction. Coupled with the primary disease and surgical trauma, the combined effect of other influencing factors makes elderly patients become prone to postoperative delirium [48, 49].

This study has certain shortcomings that must be considered. First, the sample size of the study included in this study is small, it maybe underpower to detect the group differences. In addition, we have excluded patients with hearing impairment and malignancy, it may be useful to evaluate the influences of those factors on delirium. Second, this study is a retrospective study design, the included indicators are limited, dementia or mild cognitive impairment are not considered as covariates in the study, considering the known association between dementia and delirium. Future prospective studies are needed to further analyze the related factors of postoperative delirium. Third, we have made the follow-up until the discharge of patients, we have not performed follow-up after hospital discharge, the long-term risk of delirium remains unclear. Finally, there is a certain difference between the incidence of delirium in this study and previous related studies. The reason may be due to the different diagnostic criteria and postoperative follow-up time for delirium, the possibility of internal bias in the study cannot be ruled out. Therefore, future studies with larger samples size are needed to further elucidate the influencing factors of postoperative delirium.

Conclusions

In conclusion, we have found that postoperative delirium is very common is patients with hip fracture, and for patients with age ≥ 75 years, BMI ≥ 24 kg/m2, history of delirium, estimated blood loss ≥ 400 mL, duration of surgery ≥ 120 min, preoperative albumin ≤ 40 g/L and TSH ≤ 2 mU/L, they may have higher risks for the development of postoperative delirium, early alert and preventions should be taken in advance to reduce the onset of postoperative delirium. Still, limited by sample size and study design, future studies with larger sample and rigorous design are highlighted to further ascertain the risk factors of postoperative delirium in patients with hip fracture, to provide reliable evidence to the management of hip fracture.

Supplementary Information

40001_2022_660_MOESM1_ESM.docx (12.9KB, docx)

Additional file 1: Table S1. The variable assignment of multivariate logistic regression.

Acknowledgements

None.

Abbreviations

DSM-V

Diagnostic and statistical manual of mental disorders

CAM

Confusion assessment method

BMI

Body mass index

ADL

Ability of daily living

T3

Triiodothyronine

T4

Thyroxine

TSH

Thyroid stimulating hormone

FT3

Free triiodothyronine

FT4

Free thyroxine

PaO2

Arterial partial pressure of oxygen

PaCO2

Arterial partial pressure of carbon dioxide

Authors’ contributions

DK, JZ designed research; DK, WL, ZZ, SS, JZ conducted research; DK, WL analyzed data; JZ wrote the first draft of manuscript; JZ had primary responsibility for final content. All authors read and approved the final manuscript.

Funding

None.

Availability of data and materials

All data generated or analyzed during this study are included in this published article.

Declarations

Ethics approval and consent to participate

In this study, all methods were performed in accordance with the relevant guidelines and regulations. Our study had been verified and approved by the ethical committee of our hospital (Approval Number: EC1900928-2d). For patients with delirium, the written informed consent from guardians for such patients were obtained. For the patients without delirium, written informed consents were obtained from patients.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Footnotes

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Wolf O, Mukka S, Ekelund J, Moller M, Hailer NP. How deadly is a fracture distal to the hip in the elderly? An observational cohort study of 11,799 femoral fractures in the Swedish Fracture Register. Acta Orthop. 2021;92(1):40–46. doi: 10.1080/17453674.2020.1831236. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Barrett-Lee J, Barbur S, Johns J, Pearce J, Elliot RR. Hip fractures in centenarians: a multicentre review of outcomes. Ann R Coll Surg Engl. 2021;103(1):59–63. doi: 10.1308/rcsann.2020.0203. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Asada M, Horii M, Ikoma K, Goto T, Okubo N, Kuriyama N, Takahashi K. Hip fractures among the elderly in Kyoto, Japan: a 10-year study. Arch Osteoporos. 2021;16(1):30. doi: 10.1007/s11657-021-00888-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Frenkel Rutenberg T, Vintenberg M, Khamudis A, Rubin T, Rutenberg R, Bdeir A, Shemesh S. Outcome of fragility hip fractures in elderly patients: does diabetes mellitus and its severity matter? Arch Gerontol Geriatr. 2021;93:104297. doi: 10.1016/j.archger.2020.104297. [DOI] [PubMed] [Google Scholar]
  • 5.Meng D, Bai X, Wu H, Yao S, Ren P, Bai X, Lu C, Song Z. Patient and perioperative factors influencing the functional outcomes and mortality in elderly hip fractures. J Invest Surg. 2021;34(3):262–269. doi: 10.1080/08941939.2019.1625985. [DOI] [PubMed] [Google Scholar]
  • 6.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;14:427–435. doi: 10.2147/CIA.S189760. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Mosk CA, Mus M, Vroemen JP, van der Ploeg T, Vos DI, Elmans LH, van der Laan L. Dementia and delirium, the outcomes in elderly hip fracture patients. Clin Interv Aging. 2017;12:421–430. doi: 10.2147/CIA.S115945. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Yang Y, Zhao X, Dong T, Yang Z, Zhang Q, Zhang Y. Risk factors for postoperative delirium following hip fracture repair in elderly patients: a systematic review and meta-analysis. Aging Clin Exp Res. 2017;29(2):115–126. doi: 10.1007/s40520-016-0541-6. [DOI] [PubMed] [Google Scholar]
  • 9.Smith TO, Cooper A, Peryer G, Griffiths R, Fox C, Cross J. Factors predicting incidence of post-operative delirium in older people following hip fracture surgery: a systematic review and meta-analysis. Int J Geriatr Psychiatry. 2017;32(4):386–396. doi: 10.1002/gps.4655. [DOI] [PubMed] [Google Scholar]
  • 10.Scurrah A, Shiner CT, Stevens JA, Faux SG. Regional nerve blockade for early analgesic management of elderly patients with hip fracture—a narrative review. Anaesthesia. 2018;73(6):769–783. doi: 10.1111/anae.14178. [DOI] [PubMed] [Google Scholar]
  • 11.Wang Y, Tang J, Zhou F, Yang L, Wu J. Comprehensive geriatric care reduces acute perioperative delirium in elderly patients with hip fractures: a meta-analysis. Medicine. 2017;96(26):e7361. doi: 10.1097/MD.0000000000007361. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.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. doi: 10.1186/s13018-018-0897-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Bai J, Liang Y, Zhang P, Liang X, He J, Wang J, Wang Y. Association between postoperative delirium and mortality in elderly patients undergoing hip fractures surgery: a meta-analysis. Osteoporos Int. 2020;31(2):317–326. doi: 10.1007/s00198-019-05172-7. [DOI] [PubMed] [Google Scholar]
  • 14.Marcantonio ER, Flacker JM, Wright RJ, Resnick NM. Reducing delirium after hip fracture: a randomized trial. J Am Geriatr Soc. 2001;49(5):516–522. doi: 10.1046/j.1532-5415.2001.49108.x. [DOI] [PubMed] [Google Scholar]
  • 15.Sieber F, Neufeld KJ, Gottschalk A, Bigelow GE, Oh ES, Rosenberg PB, Mears SC, Stewart KJ, Ouanes JP, Jaberi M, et al. Depth of sedation as an interventional target to reduce postoperative delirium: mortality and functional outcomes of the strategy to reduce the incidence of postoperative delirium in elderly patients randomised clinical trial. Br J Anaesth. 2019;122(4):480–489. doi: 10.1016/j.bja.2018.12.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Sachdev PS, Mohan A, Taylor L, Jeste DV. DSM-5 and mental disorders in older individuals: an overview. Harv Rev Psychiatry. 2015;23(5):320–328. doi: 10.1097/HRP.0000000000000090. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.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):941–948. doi: 10.7326/0003-4819-113-12-941. [DOI] [PubMed] [Google Scholar]
  • 18.Gusmao-Flores D, Salluh JI, Chalhub RA, Quarantini LC. The confusion assessment method for the intensive care unit (CAM-ICU) and intensive care delirium screening checklist (ICDSC) for the diagnosis of delirium: a systematic review and meta-analysis of clinical studies. Crit Care. 2012;16(4):R115. doi: 10.1186/cc11407. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Patel V, Champaneria R, Dretzke J, Yeung J. Effect of regional versus general anaesthesia on postoperative delirium in elderly patients undergoing surgery for hip fracture: a systematic review. BMJ Open. 2018;8(12):e020757. doi: 10.1136/bmjopen-2017-020757. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Sieber FE, Neufeld KJ, Gottschalk A, Bigelow GE, Oh ES, Rosenberg PB, Mears SC, Stewart KJ, Ouanes JP, Jaberi M, et al. Effect of depth of sedation in older patients undergoing hip fracture repair on postoperative delirium: the STRIDE randomized clinical trial. JAMA Surg. 2018;153(11):987–995. doi: 10.1001/jamasurg.2018.2602. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Lee PJ, Shorten GD. Delirium after hip fracture surgery. J Clin Anesth. 2019;58:119–120. doi: 10.1016/j.jclinane.2019.06.034. [DOI] [PubMed] [Google Scholar]
  • 22.Xinping W, Li J, Yinghua H. The correlation between preoperative malnutrition and delirium after hip fracture in the elderly. Pract Geriatr. 2020;34(5):41–43. [Google Scholar]
  • 23.Hao J, Dong B, Zhang J, Luo Z. Pre-emptive analgesia with continuous fascia iliaca compartment block reduces postoperative delirium in elderly patients with hip fracture. A randomized controlled trial. Saudi Med J. 2019;40(9):901–906. doi: 10.15537/smj.2019.9.24483. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Freter S, Koller K, Dunbar M, MacKnight C, Rockwood K. Translating delirium prevention strategies for elderly adults with hip fracture into routine clinical care: a pragmatic clinical trial. J Am Geriatr Soc. 2017;65(3):567–573. doi: 10.1111/jgs.14568. [DOI] [PubMed] [Google Scholar]
  • 25.Guo Y, Jia P, Zhang J, Wang X, Jiang H, Jiang W. Prevalence and risk factors of postoperative delirium in elderly hip fracture patients. J Int Med Res. 2016;44(2):317–327. doi: 10.1177/0300060515624936. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.de Miguel AM, Roca Chacon O, Martinez-Alonso M, Serrano Godoy M, Mas Atance J, Garcia Gutierrez R. Hip fracture in the elderly patient: prognostic factors for mortality and functional recovery at one year. Rev Esp Geriatr Gerontol. 2018;53(5):247–254. doi: 10.1016/j.regg.2018.04.447. [DOI] [PubMed] [Google Scholar]
  • 27.Tzimas P, Samara E, Petrou A, Korompilias A, Chalkias A, Papadopoulos G. The influence of anesthetic techniques on postoperative cognitive function in elderly patients undergoing hip fracture surgery: general vs spinal anesthesia. Injury. 2018;49(12):2221–2226. doi: 10.1016/j.injury.2018.09.023. [DOI] [PubMed] [Google Scholar]
  • 28.Wennberg P, Moller M, Herlitz J, KenneSarenmalm E. Fascia iliaca compartment block as a preoperative analgesic in elderly patients with hip fractures—effects on cognition. BMC Geriatr. 2019;19(1):252. doi: 10.1186/s12877-019-1266-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Ernst G, Watne LO, Rostrup M, Neerland BE. Delirium in patients with hip fracture is associated with increased heart rate variability. Aging Clin Exp Res. 2020;32(11):2311–2318. doi: 10.1007/s40520-019-01447-5. [DOI] [PubMed] [Google Scholar]
  • 30.Mak JC, Cameron ID, March LM, National Health and Medical Research Council Evidence-based guidelines for the management of hip fractures in older persons: an update. Med J Aust. 2010;192(1):37–41. doi: 10.5694/j.1326-5377.2010.tb03400.x. [DOI] [PubMed] [Google Scholar]
  • 31.Connolly KP, Kleinman RS, Stevenson KL, Neuman MD, Mehta SN. Delirium reduced with intravenous acetaminophen in geriatric hip fracture patients. J Am Acad Orthop Surg. 2020;28(8):325–331. doi: 10.5435/JAAOS-D-17-00925. [DOI] [PubMed] [Google Scholar]
  • 32.Negro A, Leggieri C, Villa G, Lembo R, Signo F, Lanzalaco MR, Miconi L, Tira T, Ponzetta G, Dossi M, et al. Delirium prevalence point: an observational monocentric study in a tertiary university hospital. Ir J Med Sci. 2021;190(2):793–798. doi: 10.1007/s11845-020-02348-7. [DOI] [PubMed] [Google Scholar]
  • 33.Canliang X, Ji X. Analysis of influencing factors of delirium after hip fracture in the elderly. Contemp Med. 2020;26(27):44–46. [Google Scholar]
  • 34.Wei H, Mingquan Z, Zujian T. Analysis of high-risk factors for postoperative delirium in elderly patients with hip fracture. J Trauma Surg. 2014;16(4):324–327. [Google Scholar]
  • 35.Chen JL, Wan L, Zhu SB, Xu Y, Zheng XD. Clinical study of Jiawei Xiaoyao Powder (JWXYP) on preventing delirium in elderly patients with hip fracture after operation. Zhongguo Gu Shang. 2019;32(9):833–836. doi: 10.3969/j.issn.1003-0034.2019.09.012. [DOI] [PubMed] [Google Scholar]
  • 36.Wu YJ, Pang QJ, Liu JT, Cao S, Hu YM. Incidence of postoperative delirium after hip surgery in elderly patients: a meta-analysis. Zhongguo Gu Shang. 2015;28(12):1156–1161. [PubMed] [Google Scholar]
  • 37.Kim JY, Yoo JH, Kim E, Kwon KB, Han BR, Cho Y, Park JH. Risk factors and clinical outcomes of delirium in osteoporotic hip fractures. J Orthop Surg. 2017;25(3):2309499017739485. doi: 10.1177/2309499017739485. [DOI] [PubMed] [Google Scholar]
  • 38.Uzoigwe CE, O’Leary L, Nduka J, Sharma D, Melling D, Simmons D, Barton S. Factors associated with delirium and cognitive decline following hip fracture surgery. Bone Joint J. 2020;102-B(12):1675–1681. doi: 10.1302/0301-620X.102B12.BJJ-2019-1537.R3. [DOI] [PubMed] [Google Scholar]
  • 39.Harris MJ, Brovman EY, Urman RD. Clinical predictors of postoperative delirium, functional status, and mortality in geriatric patients undergoing non-elective surgery for hip fracture. J Clin Anesth. 2019;58:61–71. doi: 10.1016/j.jclinane.2019.05.010. [DOI] [PubMed] [Google Scholar]
  • 40.Tao L, Xiaodong X, Qiang M, Jiao L, Xu Z. Prediction of postoperative delirium by comprehensive geriatric assessment among elderly patients with hip fracture. Ir J Med Sci. 2019;188(4):1311–1315. doi: 10.1007/s11845-019-02011-w. [DOI] [PubMed] [Google Scholar]
  • 41.Zhang X, Tong DK, Ji F, Duan XZ, Liu PZ, Qin S, Xu KH, Di-Li XT. Predictive nomogram for postoperative delirium in elderly patients with a hip fracture. Injury. 2019;50(2):392–397. doi: 10.1016/j.injury.2018.10.034. [DOI] [PubMed] [Google Scholar]
  • 42.Yang YP, Dong LK. Alleviation of postoperative delirium by spinal anesthesia in elderly patients with hip fracture. J Coll Physicians Surg Pak. 2019;29(8):790–791. doi: 10.29271/jcpsp.2019.08.790. [DOI] [PubMed] [Google Scholar]
  • 43.Martocchia A, Curto M, Comite F, Scaccianoce S, Girardi P, Ferracuti S, Nicoletti F, Falaschi P, Orthogeriatric G. The prevention and treatment of delirium in elderly patients following hip fracture surgery. Recent Pat CNS Drug Discov. 2015;10(1):55–64. doi: 10.2174/1574889810666150216152624. [DOI] [PubMed] [Google Scholar]
  • 44.Plaza-Carmona M, Requena-Hernandez C, Jimenez-Mola S. Predictors of delirium in octogenarian patients hospitalized for a hip fracture. Int J Environ Res Public Health. 2020 doi: 10.3390/ijerph17207467. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Ling XW, Howe TS, Koh JS, Wong MK, Ng AC. Preoperative thyroid dysfunction predicts 30-day postoperative complications in elderly patients with hip fracture. Geriatr Orthop Surg Rehabil. 2013;4(2):43–49. doi: 10.1177/2151458513504215. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Siru R, Alfonso H, Chubb SAP, Golledge J, Flicker L, Yeap BB. Subclinical thyroid dysfunction and circulating thyroid hormones are not associated with bone turnover markers or incident hip fracture in older men. Clin Endocrinol. 2018;89(1):93–99. doi: 10.1111/cen.13615. [DOI] [PubMed] [Google Scholar]
  • 47.Yang R, Yao L, Fang Y, Sun J, Guo T, Yang K, Tian L. The relationship between subclinical thyroid dysfunction and the risk of fracture or low bone mineral density: a systematic review and meta-analysis of cohort studies. J Bone Miner Metab. 2018;36(2):209–220. doi: 10.1007/s00774-017-0828-5. [DOI] [PubMed] [Google Scholar]
  • 48.Xu W, Ma H, Li W, Zhang C. The risk factors of postoperative delirium in patients with hip fracture: implication for clinical management. BMC Musculoskelet Disord. 2021;22(1):254. doi: 10.1186/s12891-021-04091-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Vakharia RM, Vakharia AM, Ameri B, Niedzielak T, Donnally CJ, 3rd, Malloy JPT. Hypothyroidism increases 90-day postoperative complications in patients undergoing primary single level anterior cervical disectomy and fusion: a matched control analysis. J Spine Surg. 2018;4(2):274–280. doi: 10.21037/jss.2018.05.26. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

40001_2022_660_MOESM1_ESM.docx (12.9KB, docx)

Additional file 1: Table S1. The variable assignment of multivariate logistic regression.

Data Availability Statement

All data generated or analyzed during this study are included in this published article.


Articles from European Journal of Medical Research are provided here courtesy of BMC

RESOURCES