Abstract
Purpose
This is a retrospective case–control study to ascertain the factors influencing nosocomial infection (NI) in elderly patients with hip fractures.
Methods
A total of 80,174 patients (≥ 60 years) who suffered hip fractures between 2006 and 2017 were identified through a national inquiry of 94 hospitals. The patients were divided into an NI group and control group according to the occurrence or lack of occurrence of NI within 48 hours after surgery, respectively. Age, gender, hip fracture pattern, whether to operate, surgical treatments, and comorbidities were recorded as variables.
Results
A total of 9806 elderly hip fracture patients (60 years) were included, 1977 of whom were patients diagnosed with NI. The control group consisted of randomly drawn cases from the 9806 patients from different hospitals with a rate of one NI patient: four patients without NI. Patient gender, age, and in particular the number of comorbidities were associated with occurrence of NI. Using regression models to predict infection outcomes based on the number of comorbidities had an area under the curve (AUC) of 0.714, while using the Charlson comorbidity index (CCI) yielded a smaller value of 0.694. The most common comorbidities of this elderly cohort were chronic respiratory disease, hypertension, diabetes mellitus, cerebrovascular disease, and coronary heart disease.
Conclusions
Older age, male gender, and greater number of comorbidities were found to be associated with the occurrence of NI. In particular, the number of comorbidities was the most accurate predictor of NI occurrence, and when used to build a regression model, it had greater predictive capability than CCI to predict NI in elderly hip fracture patients. Additionally, the common diseases of the elderly should be primarily considered when investigating the relationship between comorbidities and NI in older patients.
Similar content being viewed by others
Data availability
Data and materials relating to the study were accessed from the case systems at our department.
Code availability
Not applicable.
Change history
13 October 2021
A Correction to this paper has been published: https://doi.org/10.1007/s00264-021-05190-3
References
Haentjens P, Magaziner J, Colon-Emeric CS, Vanderschueren D, Milisen K, Velkeniers B, Boonen S (2010) Meta-analysis: excess mortality after hip fracture among older women and men. Ann Intern Med 152(6):380–390. https://doi.org/10.7326/0003-4819-152-6-201003160-00008
Hoang-Kim A, Busse JW, Groll D, Karanicolas PJ, Schemitsch E (2014) Co-morbidities in elderly patients with hip fracture: recommendations of the ISFR-IOF hip fracture outcomes working group. Arch Orthop Trauma Surg 134(2):189–195. https://doi.org/10.1007/s00402-013-1756-z
Johnell O, Kanis JA (2006) An estimate of the worldwide prevalence and disability associated with osteoporotic fractures. Osteoporos Int 17(12):1726–1733. https://doi.org/10.1007/s00198-006-0172-4
Rodriguez-Fernandez P, Adarraga-Cansino D, Carpintero P (2011) Effects of delayed hip fracture surgery on mortality and morbidity in elderly patients. Clin Orthop Relat Res 469(11):3218–3221. https://doi.org/10.1007/s11999-010-1756-z
Sheehan KJ, Williamson L, Alexander J, Filliter C, Sobolev B, Guy P, Bearne LM, Sackley C (2018) Prognostic factors of functional outcome after hip fracture surgery: a systematic review. Age Ageing 47(5):661–670. https://doi.org/10.1093/ageing/afy057
Cooper C, Campion G, Melton LJ 3rd (1992) Hip fractures in the elderly: a world-wide projection. Osteoporos Int 2(6):285–289. https://doi.org/10.1007/BF01623184
Rajasekaran S, Ravi S, Aiyer SN (2016) Incidence and preventability of adverse events in an orthopaedic unit: a prospective analysis of four thousand, nine hundred and six admissions. Int Orthop 40(11):2233–2238. https://doi.org/10.1007/s00264-016-3282-4
Shiga T, Wajima Z, Ohe Y (2008) Is operative delay associated with increased mortality of hip fracture patients? Systematic review, meta-analysis, and meta-regression. Can J Anaesth 55(3):146–154. https://doi.org/10.1007/BF03016088
de Luise C, Brimacombe M, Pedersen L, Sorensen HT (2008) Comorbidity and mortality following hip fracture: a population-based cohort study. Aging Clin Exp Res 20(5):412–418. https://doi.org/10.1007/BF03325146
Cruz E, Cano JR, Benitez-Parejo N, Rivas-Ruiz F, Perea-Milla E, Guerado E (2010) Age as a risk factor of nosocomial infection after hip fracture surgery. Hip Int 20(Suppl 7):S19–S25. https://doi.org/10.5301/HIP.2010.992
Masters J, Metcalfe D, Ha JS, Judge A, Costa ML (2020) Surgical site infection after hip fracture surgery: a systematic review and meta-analysis of studies published in the UK. Bone Joint Res 9(9):554–562. https://doi.org/10.1302/2046-3758.99.BJR-2020-0023.R1
Glassou EN, Kjorholt KK, Hansen TB, Pedersen AB (2019) Delay in surgery, risk of hospital-treated infections and the prognostic impact of comorbidity in hip fracture patients. A Danish nationwide cohort study, 2005–2016. Clin Epidemiol 11:383–395. https://doi.org/10.2147/CLEP.S200454
Berggren M, Stenvall M, Englund U, Olofsson B, Gustafson Y (2016) Co-morbidities, complications and causes of death among people with femoral neck fracture - a three-year follow-up study. BMC Geriatr 16:120. https://doi.org/10.1186/s12877-016-0291-5
Liu X, Dong Z, Li J, Feng Y, Cao G, Song X, Yang J (2019) Factors affecting the incidence of surgical site infection after geriatric hip fracture surgery: a retrospective multicenter study. J Orthop Surg Res 14(1):382. https://doi.org/10.1186/s13018-019-1449-6
Ogawa T, Yoshii T, Morishita S, Moriwaki M, Okawa A, Nazarian A, Fushimi K, Fujiwara T (2020) Seasonal impact on surgical site infections in hip fracture surgery: analysis of 330,803 cases using a nationwide inpatient database. Injury. https://doi.org/10.1016/j.injury.2020.10.058
Pollmann CT, Dahl FA, Rotterud JHM, Gjertsen JE, Aroen A (2020) Surgical site infection after hip fracture - mortality and risk factors: an observational cohort study of 1,709 patients. Acta Orthop 91(3):347–352. https://doi.org/10.1080/17453674.2020.1717841
Westberg M, Snorrason F, Frihagen F (2013) Preoperative waiting time increased the risk of periprosthetic infection in patients with femoral neck fracture. Acta Orthop 84(2):124–129. https://doi.org/10.3109/17453674.2013.775044
Salarbaks AM, Lindeboom R, Nijmeijer W (2020) Pneumonia in hospitalized elderly hip fracture patients: the effects on length of hospital-stay, in-hospital and thirty-day mortality and a search for potential predictors. Injury 51(8):1846–1850. https://doi.org/10.1016/j.injury.2020.05.017
Halleberg Nyman M, Johansson JE, Persson K, Gustafsson M (2011) A prospective study of nosocomial urinary tract infection in hip fracture patients. J Clin Nurs 20(17–18):2531–2539. https://doi.org/10.1111/j.1365-2702.2011.03769.x
Baumgarten M, Margolis D, Berlin JA, Strom BL, Garino J, Kagan SH, Kavesh W, Carson JL (2003) Risk factors for pressure ulcers among elderly hip fracture patients. Wound Repair Regen 11(2):96–103. https://doi.org/10.1046/j.1524-475x.2003.11204.x
Galivanche AR, Kebaish KJ, Adrados M, Ottesen TD, Varthi AG, Rubin LE, Grauer JN (2020) Postoperative pressure ulcers after geriatric hip fracture surgery are predicted by defined preoperative comorbidities and postoperative complications. J Am Acad Orthop Surg 28(8):342–351. https://doi.org/10.5435/JAAOS-D-19-00104
Rambani R, Okafor B (2008) Evaluation of factors delaying discharge in acute orthopedic wards: a prospective study. Eur J Trauma Emerg Surg 34(1):24–28. https://doi.org/10.1007/s00068-007-6184-8
Zon R, Meropol NJ, Catalano RB, Schilsky RL (2008) American Society of Clinical Oncology statement on minimum standards and exemplary attributes of clinical trial sites. J Clin Oncol 26(15):2562–2567. https://doi.org/10.1200/JCO.2007.15.6398
Scharfstein DO (2019) A constructive critique of the draft ICH E9 Addendum. Clin Trials 16(4):375–380. https://doi.org/10.1177/1740774519853566
Roche JJ, Wenn RT, Sahota O, Moran CG (2005) Effect of comorbidities and postoperative complications on mortality after hip fracture in elderly people: prospective observational cohort study. BMJ 331(7529):1374. https://doi.org/10.1136/bmj.38643.663843.55
Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40(5):373–383. https://doi.org/10.1016/0021-9681(87)90171-8
Ishigami J, Trevisan M, Xu H, Coresh J, Matsushita K, Carrero JJ (2019) Estimated GFR and hospital-acquired infections following major surgery. Am J Kidney Dis 73(1):11–20. https://doi.org/10.1053/j.ajkd.2018.06.029
FrenkelRutenberg T, Vitenberg M, Yahav D, Spectre G, Velkes S (2019) Surgical site infections in elderly fragility hip fractures patients undergoing warfarin treatment. J Orthop Trauma 33(10):518–524. https://doi.org/10.1097/BOT.0000000000001508
Bohl DD, Sershon RA, Saltzman BM, Darrith B, Della Valle CJ (2018) Incidence, risk factors, and clinical implications of pneumonia after surgery for geriatric hip fracture. J Arthroplasty 33 (5):1552–1556 e1551. https://doi.org/10.1016/j.arth.2017.11.068
Stephan F, Sax H, Wachsmuth M, Hoffmeyer P, Clergue F, Pittet D (2006) Reduction of urinary tract infection and antibiotic use after surgery: a controlled, prospective, before-after intervention study. Clin Infect Dis 42(11):1544–1551. https://doi.org/10.1086/503837
de Jong L, Klem T, Kuijper TM, Roukema GR (2017) Factors affecting the rate of surgical site infection in patients after hemiarthroplasty of the hip following a fracture of the neck of the femur. Bone Joint J 99-B(8):1088–1094. https://doi.org/10.1302/0301-620X.99B8.BJJ-2016-1119.R1
Mangram A, Moeser P, Corneille MG, Prokuski LJ, Zhou N, Sohn J, Chaliki S, Oguntodu OF, Dzandu JK (2014) Geriatric trauma hip fractures: is there a difference in outcomes based on fracture patterns? World J Emerg Surg 9(1):59. https://doi.org/10.1186/1749-7922-9-59
Wei J, Zeng L, Li S, Luo F, Xiang Z, Ding Q (2019) Relationship between comorbidities and treatment decision-making in elderly hip fracture patients. Aging Clin Exp Res 31(12):1735–1741. https://doi.org/10.1007/s40520-019-01134-5
Tang PL, Lin HS, Hsu CJ (2020) Predicting in-hospital mortality for dementia patients after hip fracture surgery - a comparison between the Charlson Comorbidity Index (CCI) and the Elixhauser Comorbidity Index. J Orthop Sci. https://doi.org/10.1016/j.jos.2020.04.005
Bai Y, Zhang X, Tian Y, Tian D, Zhang B (2019) Incidence of surgical-site infection following open reduction and internal fixation of a distal femur fracture: an observational case-control study. Medicine (Baltimore) 98 (7):e14547. https://doi.org/10.1097/MD.0000000000014547
Zhang X, Wang Z, Chen J, Wang P, Luo S, Xu X, Mai W, Li G, Wang G, Wu X, Ren J (2020) Incidence and risk factors of surgical site infection following colorectal surgery in China: a national cross-sectional study. BMC Infect Dis 20(1):837. https://doi.org/10.1186/s12879-020-05567-6
Zhu Y, Zhang F, Chen W, Liu S, Zhang Q, Zhang Y (2015) Risk factors for periprosthetic joint infection after total joint arthroplasty: a systematic review and meta-analysis. J Hosp Infect 89(2):82–89. https://doi.org/10.1016/j.jhin.2014.10.008
Muller MC, Juffermans NP (2010) Anemia and blood transfusion and outcome on the intensive care unit. Crit Care 14 (1):438; author reply 438. https://doi.org/10.1186/cc9191
Funding
This study was supported by the National Key Research and Development Project (2019YFC0840705) and the First Class General Financial Grant from the China Postdoctoral Science Foundation (2017M613325).
Author information
Authors and Affiliations
Contributions
Peifu Tang and Zhi Mao, contributed to the research design, data acquisition, and revising the manuscript critically; Yuan Deng and Zhong Zheng, data acquisition, drafting the paper, and approval of the submitted and final version of the manuscript; Shi Cheng and Yuan Lin, data acquisition, statistical analysis, approval of the submitted and final version of the manuscript; Duanyang Wang and Pengbin Yin, data acquisition and approval of the submitted and final version of the manuscript.
Corresponding authors
Ethics declarations
Ethics approval
This study was approved by the ethics committee of the Chinese PLA General Hospital. A written informed consent was obtained from all the patients.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The original online version of this article was revised due to a retrospective Open Access cancellation.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Deng, Y., Zheng, Z., Cheng, S. et al. The factors associated with nosocomial infection in elderly hip fracture patients: gender, age, and comorbidity. International Orthopaedics (SICOT) 45, 3201–3209 (2021). https://doi.org/10.1007/s00264-021-05104-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00264-021-05104-3