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Published in: BMC Nephrology 1/2017

Open Access 01-12-2017 | Research article

Acute and chronic kidney disease in elderly patients with hip fracture: prevalence, risk factors and outcome with development and validation of a risk prediction model for acute kidney injury

Authors: Christine J. Porter, Iain K. Moppett, Irene Juurlink, Jessica Nightingale, Christopher G. Moran, Mark A. J. Devonald

Published in: BMC Nephrology | Issue 1/2017

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Abstract

Background

Hip fracture is a common injury in older people with a high rate of postoperative morbidity and mortality. This patient group is also at high risk of acute kidney injury (AKI) and chronic kidney disease (CKD), but little is known of the impact of kidney disease on outcome following hip fracture.

Methods

An observational cohort of consecutive patients with hip fracture in a large UK secondary care hospital. Predictive modelling of outcomes using development and validation datasets. Inclusion: all patients admitted with hip fracture with sufficient serum creatinine measurements to define acute kidney injury. Main outcome measures – development of acute kidney injury during admission; mortality (in hospital, 30-365 day and to follow-up); length of hospital stay.

Results

Data were available for 2848 / 2959 consecutive admissions from 2007-2011; 776 (27.2%) male. Acute kidney injury occurs in 24%; development of acute kidney injury is independently associated with male sex (OR 1.48 (1.21 to 1.80), premorbid chronic kidney disease stage 3B or worse (OR 1.52 (1.19 to 1.93)), age (OR 3.4 (2.29 to 5.2) for >85 years) and greater than one major co-morbidities (OR 1.61 (1.34 to 1.93)). Acute kidney injury of any stage is associated with an increased hazard of death, and increased length of stay (Acute kidney injury: 19.1 (IQR 13 to 31) days; no acute kidney injury 15 (11 to 23) days). A simplified predictive model containing Age, CKD stage (3B-5), two or more comorbidities, and male sex had an area under the ROC curve of 0.63 (0.60 to 0.67).

Conclusions

Acute kidney injury following hip fracture is common and associated with worse outcome and greater hospital length of stay. With the number of people experiencing hip fracture predicted to rise, recognition of risk factors and optimal perioperative management of acute kidney injury will become even more important.
Literature
1.
go back to reference Scottish Intercollegiate Guidelines Group. Prevention and Management of hip fracture in older people. 2009. http://www.sign.ac.uk/pdf/sign111.pdf Accessed 9 Sep 2015. Scottish Intercollegiate Guidelines Group. Prevention and Management of hip fracture in older people. 2009. http://​www.​sign.​ac.​uk/​pdf/​sign111.​pdf Accessed 9 Sep 2015.
2.
go back to reference Borgstrom F, Lekander I, Ivergard M, Strom O, Svedbom A, Alekna V, et al. The International Costs and Utilities Related to Osteoporotic Fractures Study (ICUROS)--quality of life during the first 4 months after fracture. Osteoporosis Int. 2013;24:811–23.CrossRef Borgstrom F, Lekander I, Ivergard M, Strom O, Svedbom A, Alekna V, et al. The International Costs and Utilities Related to Osteoporotic Fractures Study (ICUROS)--quality of life during the first 4 months after fracture. Osteoporosis Int. 2013;24:811–23.CrossRef
3.
go back to reference Griffin XL, Parsons N, Achten J, Fernandez M, Costa ML. Recovery of health-related quality of life in a UK hip fracture population: The Warwick Hip Trauma Evaluation - a prospective cohort study. Bone Joint J. 2015;97-B:372–82.CrossRefPubMed Griffin XL, Parsons N, Achten J, Fernandez M, Costa ML. Recovery of health-related quality of life in a UK hip fracture population: The Warwick Hip Trauma Evaluation - a prospective cohort study. Bone Joint J. 2015;97-B:372–82.CrossRefPubMed
4.
go back to reference Uchino S, Bellomo R, Goldsmith D, Bates S, Ronco C. An assessment of the RIFLE criteria for acute renal failure in hospitalized patients. Crit Care Med. 2006;34:1913–7.CrossRefPubMed Uchino S, Bellomo R, Goldsmith D, Bates S, Ronco C. An assessment of the RIFLE criteria for acute renal failure in hospitalized patients. Crit Care Med. 2006;34:1913–7.CrossRefPubMed
5.
go back to reference Coca SG, Yusuf B, Shlipak MG, Garg AX, Parikh CR. Long-term risk of mortality and other adverse outcomes after acute kidney injury: a systematic review and meta-analysis. Am J Kidney Dis. 2009;53:961–73.CrossRefPubMedPubMedCentral Coca SG, Yusuf B, Shlipak MG, Garg AX, Parikh CR. Long-term risk of mortality and other adverse outcomes after acute kidney injury: a systematic review and meta-analysis. Am J Kidney Dis. 2009;53:961–73.CrossRefPubMedPubMedCentral
7.
go back to reference Wald R, Quinn RR, Luo J, et al. Chronic dialysis and death among survivors of acute kidney injury requiring dialysis. JAMA. 2009;302:1179–85.CrossRefPubMed Wald R, Quinn RR, Luo J, et al. Chronic dialysis and death among survivors of acute kidney injury requiring dialysis. JAMA. 2009;302:1179–85.CrossRefPubMed
9.
go back to reference Bucaloiu ID, Kirchner HL, Norfolk ER, Hartle 2nd JE, Perkins RM. Increased risk of death and de novo chronic kidney disease following reversible acute kidney injury. Kidney Int. 2012;81:477–85.CrossRefPubMed Bucaloiu ID, Kirchner HL, Norfolk ER, Hartle 2nd JE, Perkins RM. Increased risk of death and de novo chronic kidney disease following reversible acute kidney injury. Kidney Int. 2012;81:477–85.CrossRefPubMed
10.
go back to reference White SM, Rashid N, Chakladar A. An analysis of renal dysfunction in 1511 patients with fractured neck of femur: the implications for peri-operative analgesia. Anaesthesia. 2009;64:1061–5.CrossRefPubMed White SM, Rashid N, Chakladar A. An analysis of renal dysfunction in 1511 patients with fractured neck of femur: the implications for peri-operative analgesia. Anaesthesia. 2009;64:1061–5.CrossRefPubMed
11.
go back to reference Bennet SJ, Berry OM, Goddard J, Keating JF. Acute renal dysfunction following hip fracture. Injury. 2010;41:335–8.CrossRefPubMed Bennet SJ, Berry OM, Goddard J, Keating JF. Acute renal dysfunction following hip fracture. Injury. 2010;41:335–8.CrossRefPubMed
12.
go back to reference Kheterpal S, Tremper KK, Englesbe MJ, O’Reilly M, Shanks AM, Fetterman DM, et al. Predictors of postoperative acute renal failure after noncardiac surgery in patients with previously normal renal function. Anesthesiology. 2007;107:892–902.CrossRefPubMed Kheterpal S, Tremper KK, Englesbe MJ, O’Reilly M, Shanks AM, Fetterman DM, et al. Predictors of postoperative acute renal failure after noncardiac surgery in patients with previously normal renal function. Anesthesiology. 2007;107:892–902.CrossRefPubMed
13.
go back to reference Kheterpal S, Tremper KK, Heung M, Rosenberg AL, Englesbe M, Shanks AM, et al. Development and validation of an acute kidney injury risk index for patients undergoing general surgery: Results from a national data set. Anesthesiology. 2009;110:505–15.CrossRefPubMed Kheterpal S, Tremper KK, Heung M, Rosenberg AL, Englesbe M, Shanks AM, et al. Development and validation of an acute kidney injury risk index for patients undergoing general surgery: Results from a national data set. Anesthesiology. 2009;110:505–15.CrossRefPubMed
14.
15.
go back to reference Maxwell MJ, Moran CG, Moppett IK. Development and validation of a preoperative scoring system to predict 30 day mortality in patients undergoing hip fracture surgery. Br J Anaesth. 2008;101:511–7.CrossRefPubMed Maxwell MJ, Moran CG, Moppett IK. Development and validation of a preoperative scoring system to predict 30 day mortality in patients undergoing hip fracture surgery. Br J Anaesth. 2008;101:511–7.CrossRefPubMed
16.
go back to reference Moppett IK, Parker M, Griffiths R, Bowers T, White SM, Moran CG. Nottingham Hip Fracture Score: longitudinal and multi-assessment. Br J Anaesth. 2012;109:546–50.CrossRefPubMed Moppett IK, Parker M, Griffiths R, Bowers T, White SM, Moran CG. Nottingham Hip Fracture Score: longitudinal and multi-assessment. Br J Anaesth. 2012;109:546–50.CrossRefPubMed
17.
go back to reference Parker MJ, Currie CT, Mountain JA, Thorngren K-G. Standardized audit of hip fracture in Europe (SAHFE). Hip Int. 1998;8:10–5. Parker MJ, Currie CT, Mountain JA, Thorngren K-G. Standardized audit of hip fracture in Europe (SAHFE). Hip Int. 1998;8:10–5.
18.
go back to reference Porter CJ, Juurlink I, Bisset LH, Bavakunji R, Mehta RL, Devonald MA. A real-time electronic alert to improve detection of acute kidney injury in a large teaching hospital. Nephrol Dial Transplant. 2014;29:1888–93.CrossRefPubMed Porter CJ, Juurlink I, Bisset LH, Bavakunji R, Mehta RL, Devonald MA. A real-time electronic alert to improve detection of acute kidney injury in a large teaching hospital. Nephrol Dial Transplant. 2014;29:1888–93.CrossRefPubMed
19.
go back to reference Kidney Disease. Improving Global Outcomes (KDIGO) Acute Kidney Injury Work Group. KDIGO Clinical Practice Guideline for Acute Kidney Injury. Kidney Inter Suppl. 2012;2:1–138.CrossRef Kidney Disease. Improving Global Outcomes (KDIGO) Acute Kidney Injury Work Group. KDIGO Clinical Practice Guideline for Acute Kidney Injury. Kidney Inter Suppl. 2012;2:1–138.CrossRef
20.
go back to reference Hodkinson HM. Evaluation of a mental test score for assessment of mental impairment in the elderly. Age Ageing. 1972;1:233–8.CrossRefPubMed Hodkinson HM. Evaluation of a mental test score for assessment of mental impairment in the elderly. Age Ageing. 1972;1:233–8.CrossRefPubMed
21.
go back to reference Moppett IK, Wiles MD, Moran CG, Sahota O. The Nottingham Hip Fracture Score as a predictor of early discharge following fractured neck of femur. Age Ageing. 2012;41:322–6.CrossRefPubMed Moppett IK, Wiles MD, Moran CG, Sahota O. The Nottingham Hip Fracture Score as a predictor of early discharge following fractured neck of femur. Age Ageing. 2012;41:322–6.CrossRefPubMed
22.
go back to reference Rushton PR, Reed MR, Pratt RK. Independent validation of the Nottingham hip fracture score and identification of regional variation in patient risk within England. Bone Joint J. 2015;97-B(1):100–3.CrossRefPubMed Rushton PR, Reed MR, Pratt RK. Independent validation of the Nottingham hip fracture score and identification of regional variation in patient risk within England. Bone Joint J. 2015;97-B(1):100–3.CrossRefPubMed
23.
go back to reference Karres J, Heesakkers NA, Ultee JM, Vrouenraets BC. Predicting 30-day mortality following hip fracture surgery: Evaluation of six risk prediction models. Injury. 2015;46:371–7.CrossRefPubMed Karres J, Heesakkers NA, Ultee JM, Vrouenraets BC. Predicting 30-day mortality following hip fracture surgery: Evaluation of six risk prediction models. Injury. 2015;46:371–7.CrossRefPubMed
24.
25.
go back to reference Mehta RL, Kellum JA, Shah SV, Molitoris BA, Ronco C, Warnock DG, et al. Acute Kidney Injury Network: report of an initiative to improve outcomes in acute kidney injury. Crit Care. 2007;11:R31.CrossRefPubMedPubMedCentral Mehta RL, Kellum JA, Shah SV, Molitoris BA, Ronco C, Warnock DG, et al. Acute Kidney Injury Network: report of an initiative to improve outcomes in acute kidney injury. Crit Care. 2007;11:R31.CrossRefPubMedPubMedCentral
27.
go back to reference Kuhn M. Building predictive models in R using the caret package. J Stat Software. 2008;28:1–26.CrossRef Kuhn M. Building predictive models in R using the caret package. J Stat Software. 2008;28:1–26.CrossRef
28.
go back to reference Kundu S, Aulchenko YS, van Duijn CM, Janssens CJW. PredictABEL: An R package for the assessment of risk prediction models. Eur J Epidemiol. 2011;26:261.CrossRefPubMedPubMedCentral Kundu S, Aulchenko YS, van Duijn CM, Janssens CJW. PredictABEL: An R package for the assessment of risk prediction models. Eur J Epidemiol. 2011;26:261.CrossRefPubMedPubMedCentral
29.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach. Biometrics. 1988;44:837–45.CrossRefPubMed DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach. Biometrics. 1988;44:837–45.CrossRefPubMed
30.
go back to reference Wilson EB. Probable inference, the law of succession, and statistical inference. J Am Stat Assoc. 1927;22:209–12.CrossRef Wilson EB. Probable inference, the law of succession, and statistical inference. J Am Stat Assoc. 1927;22:209–12.CrossRef
31.
go back to reference Koopman PAR. Confidence intervals for the ratio of two binomial proportions. Biometrics. 1984;513–7. Koopman PAR. Confidence intervals for the ratio of two binomial proportions. Biometrics. 1984;513–7.
32.
go back to reference Collins GS, Reitsma JB, Altman DG, Moons KG. Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement. Ann Intern Med. 2015;162(1):55–63.CrossRefPubMed Collins GS, Reitsma JB, Altman DG, Moons KG. Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement. Ann Intern Med. 2015;162(1):55–63.CrossRefPubMed
33.
go back to reference Wiles MD, Moran CG, Sahota O, Moppett IK. Nottingham Hip Fracture Score as a predictor of one year mortality in patients undergoing surgical repair of fractured neck of femur. Br J Anaesth. 2011;106:501–4.CrossRefPubMed Wiles MD, Moran CG, Sahota O, Moppett IK. Nottingham Hip Fracture Score as a predictor of one year mortality in patients undergoing surgical repair of fractured neck of femur. Br J Anaesth. 2011;106:501–4.CrossRefPubMed
34.
go back to reference Grams ME, Sang Y, Coresh J, Ballew S, Matsushita K, Molnar MZ, et al. Acute kidney injury after major surgery: A retrospective analysis of veterans health administration data. Am J Kidney Dis. 2015. doi:10.1053/j.ajkd.2015.07.022. Grams ME, Sang Y, Coresh J, Ballew S, Matsushita K, Molnar MZ, et al. Acute kidney injury after major surgery: A retrospective analysis of veterans health administration data. Am J Kidney Dis. 2015. doi:10.​1053/​j.​ajkd.​2015.​07.​022.
35.
go back to reference Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P. Acute renal failure - definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Crit Care. 2004;8:R204–12.CrossRefPubMedPubMedCentral Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P. Acute renal failure - definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Crit Care. 2004;8:R204–12.CrossRefPubMedPubMedCentral
36.
go back to reference Frost SA, Nguyen ND, Center JR, Eisman JA, Nguyen TV. Excess mortality attributable to hip-fracture: a relative survival analysis. Bone. 2013;56:23–9.CrossRefPubMed Frost SA, Nguyen ND, Center JR, Eisman JA, Nguyen TV. Excess mortality attributable to hip-fracture: a relative survival analysis. Bone. 2013;56:23–9.CrossRefPubMed
37.
go back to reference Hu F, Jiang C, Shen J, Tang P, Wang Y. Preoperative predictors for mortality following hip fracture surgery: a systematic review and meta-analysis. Injury. 2012;43:676–85.CrossRefPubMed Hu F, Jiang C, Shen J, Tang P, Wang Y. Preoperative predictors for mortality following hip fracture surgery: a systematic review and meta-analysis. Injury. 2012;43:676–85.CrossRefPubMed
38.
go back to reference Nitsch D, Mylne A, Roderick PJ, Smeeth L, Hubbard R, Fletcher A. Chronic kidney disease and hip fracture-related mortality in older people in the UK. Nephrol Dialysis Transplant. 2009;24:1539–44.CrossRef Nitsch D, Mylne A, Roderick PJ, Smeeth L, Hubbard R, Fletcher A. Chronic kidney disease and hip fracture-related mortality in older people in the UK. Nephrol Dialysis Transplant. 2009;24:1539–44.CrossRef
40.
go back to reference Anderson S, Eldadah B, Halter JB, et al. Acute kidney injury in older adults. J Am Soc Nephrol. 2011;22:28–38.CrossRefPubMed Anderson S, Eldadah B, Halter JB, et al. Acute kidney injury in older adults. J Am Soc Nephrol. 2011;22:28–38.CrossRefPubMed
41.
go back to reference Coca SG, Cho KC, Hsu CY. Acute kidney injury in the elderly: predisposition to chronic kidney disease and vice versa. Nephron Clin Pract. 2011;119(S1):c19–24.CrossRefPubMedPubMedCentral Coca SG, Cho KC, Hsu CY. Acute kidney injury in the elderly: predisposition to chronic kidney disease and vice versa. Nephron Clin Pract. 2011;119(S1):c19–24.CrossRefPubMedPubMedCentral
44.
go back to reference Austin PC, Tu JV. Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality. J Clin Epidemiol. 2004;57:1138–46.CrossRefPubMed Austin PC, Tu JV. Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality. J Clin Epidemiol. 2004;57:1138–46.CrossRefPubMed
45.
go back to reference Kanis JA, Oden A, McCloskey EV, Johansson H, Wahl DA, Cooper C. IOF Working Group on Epidemiology and Quality of Life. A Systematic Review of hip fracture incidence and probability of fracture worldwide. Osteoporosis Int. 2012;23:2239–56.CrossRef Kanis JA, Oden A, McCloskey EV, Johansson H, Wahl DA, Cooper C. IOF Working Group on Epidemiology and Quality of Life. A Systematic Review of hip fracture incidence and probability of fracture worldwide. Osteoporosis Int. 2012;23:2239–56.CrossRef
46.
go back to reference Moppett IK, Rowlands M, Mannings A, Moran CG, Wiles MD, The NOTTS Investigators. LiDCO-based fluid management in patients undergoing hip fracture surgery under spinal anaesthesia: A randomized trial and systematic review. Br J Anaesth. 2014;114:444–59.CrossRefPubMed Moppett IK, Rowlands M, Mannings A, Moran CG, Wiles MD, The NOTTS Investigators. LiDCO-based fluid management in patients undergoing hip fracture surgery under spinal anaesthesia: A randomized trial and systematic review. Br J Anaesth. 2014;114:444–59.CrossRefPubMed
47.
go back to reference Bartha E, Arfwedson C, Imnell A, Fernlund ME, Andersson LE, Kalman S. Randomized controlled trial of goal-directed haemodynamic treatment in patients with proximal femoral fracture. Br J Anaesth. 2013;110:545–53.CrossRefPubMed Bartha E, Arfwedson C, Imnell A, Fernlund ME, Andersson LE, Kalman S. Randomized controlled trial of goal-directed haemodynamic treatment in patients with proximal femoral fracture. Br J Anaesth. 2013;110:545–53.CrossRefPubMed
48.
go back to reference Canty DJ, Royse CF, Kilpatrick D, Bowyer A, Royse AG. The impact on cardiac diagnosis and mortality of focused transthoracic echocardiography in hip fracture surgery patients with increased risk of cardiac disease: a retrospective cohort study. Anaesthesia. 2012;67:1202–9.CrossRefPubMed Canty DJ, Royse CF, Kilpatrick D, Bowyer A, Royse AG. The impact on cardiac diagnosis and mortality of focused transthoracic echocardiography in hip fracture surgery patients with increased risk of cardiac disease: a retrospective cohort study. Anaesthesia. 2012;67:1202–9.CrossRefPubMed
49.
go back to reference Ylinenvaara SI, Elisson O, Berg K, Zdolsek JH, Krook H, Hahn RG. Preoperative urine-specific gravity and the incidence of complications after hip fracture surgery: A prospective, observational study. Eur J Anaesthesiol. 2014;31:85–90.CrossRefPubMed Ylinenvaara SI, Elisson O, Berg K, Zdolsek JH, Krook H, Hahn RG. Preoperative urine-specific gravity and the incidence of complications after hip fracture surgery: A prospective, observational study. Eur J Anaesthesiol. 2014;31:85–90.CrossRefPubMed
50.
go back to reference White SM, Moppett IK, Griffiths R, et al. Secondary analysis of outcomes after 11,085 hip fracture operations from the prospective UK Anaesthesia Sprint Audit of Practice (ASAP-2). Anaesthesia. 2016;71:506–14.CrossRefPubMed White SM, Moppett IK, Griffiths R, et al. Secondary analysis of outcomes after 11,085 hip fracture operations from the prospective UK Anaesthesia Sprint Audit of Practice (ASAP-2). Anaesthesia. 2016;71:506–14.CrossRefPubMed
51.
go back to reference White SM, Griffiths R. Projected incidence of proximal femoral fracture in england: A report from the NHS hip fracture anaesthesia network (HIPFAN). Injury. 2011;42:1230–3.CrossRefPubMed White SM, Griffiths R. Projected incidence of proximal femoral fracture in england: A report from the NHS hip fracture anaesthesia network (HIPFAN). Injury. 2011;42:1230–3.CrossRefPubMed
Metadata
Title
Acute and chronic kidney disease in elderly patients with hip fracture: prevalence, risk factors and outcome with development and validation of a risk prediction model for acute kidney injury
Authors
Christine J. Porter
Iain K. Moppett
Irene Juurlink
Jessica Nightingale
Christopher G. Moran
Mark A. J. Devonald
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2017
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-017-0437-5

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