Skip to main content
Top
Published in: BMC Nephrology 1/2017

Open Access 01-12-2017 | Research article

Accuracy of cystatin C in prediction of acute kidney injury in children; serum or urine levels: which one works better? A systematic review and meta-analysis

Authors: Babak Nakhjavan-Shahraki, Mahmoud Yousefifard, Neamatollah Ataei, Masoud Baikpour, Fatemeh Ataei, Behnaz Bazargani, Arash Abbasi, Parisa Ghelichkhani, Faezeh Javidilarijani, Mostafa Hosseini

Published in: BMC Nephrology | Issue 1/2017

Login to get access

Abstract

Background

There is still an ongoing discussion on the prognostic value of cystatin C in assessment of kidney function. Accordingly, the present study aimed to conduct a meta-analysis to provide evidence for the prognostic value of this biomarker for acute kidney injury (AKI) in children.

Methods

An extensive search was performed in electronic databases of Medline, Embase, ISI Web of Science, Cochrane library and Scopus until the end of 2015. Standardized mean difference (SMD) with a 95% of confidence interval (95% CI) and the prognostic performance characteristics of cystatin C in prediction of AKI were assessed. Analyses were stratified based on the sample in which the level of cystatin C was measured (serum vs. urine).

Results

A total of 24 articles were included in the meta-analysis [1948 children (1302 non-AKI children and 645 AKI cases)]. Serum (SMD = 0.96; 95% CI: 0.68-1.24; p < 0.0001) and urine (SMD = 0.54; 95% CI:0.34-0.75; p < 0.0001) levels of cystatin C were significantly higher in children with AKI. Overall area under the curve of serum cystatin C and urine cystatin C in prediction of AKI were 0.83 (95% CI: 0.80-0.86) and 0.85 (95% CI: 0.81-0.88), respectively. The best sensitivity (value = 0.85; 95% CI: 0.78-0.90) and specificity (value = 0.61; 95% CI: 0.48-0.73), were observed for the serum concentration of this protein and in the cut-off points between 0.4-1.0 mg/L.

Conclusion

The findings of the present study showed that cystatin C has an acceptable prognostic value for prediction of AKI in children. Since the serum level of cystatin C rises within the first 24 h of admission in patients with AKI, this biomarker can be a suitable alternative for traditional diagnostic measures.
Literature
1.
go back to reference Fernandez C, Lopez-Herce J, Flores JC, Galaviz D, Ruperez M, Brandstrup KB, Bustinza A. Prognosis in critically ill children requiring continuous renal replacement therapy. Pediatr Nephrol. 2005;20:1473–7.CrossRefPubMed Fernandez C, Lopez-Herce J, Flores JC, Galaviz D, Ruperez M, Brandstrup KB, Bustinza A. Prognosis in critically ill children requiring continuous renal replacement therapy. Pediatr Nephrol. 2005;20:1473–7.CrossRefPubMed
2.
go back to reference Hui-Stickle S, Brewer ED, Goldstein SL. Pediatric ARF epidemiology at a tertiary care center from 1999 to 2001. Am J Kidney Dis. 2005;45:96–101.CrossRefPubMed Hui-Stickle S, Brewer ED, Goldstein SL. Pediatric ARF epidemiology at a tertiary care center from 1999 to 2001. Am J Kidney Dis. 2005;45:96–101.CrossRefPubMed
5.
go back to reference Anavekar NS, McMurray JJ, Velazquez EJ, Solomon SD, Kober L, Rouleau J-L, White HD, Nordlander R, Maggioni A, Dickstein K. Relation between renal dysfunction and cardiovascular outcomes after myocardial infarction. N Engl J Med. 2004;351:1285–95.CrossRefPubMed Anavekar NS, McMurray JJ, Velazquez EJ, Solomon SD, Kober L, Rouleau J-L, White HD, Nordlander R, Maggioni A, Dickstein K. Relation between renal dysfunction and cardiovascular outcomes after myocardial infarction. N Engl J Med. 2004;351:1285–95.CrossRefPubMed
6.
go back to reference Ataei N, Hosseini M, Baikpour M, Ataei F, Bloori Jirandeh H, Bazargani B, Yousefifard M, Abbasi A. Etiology and outcome of chronic kidney disease in iranian children. Int J Pediatr. 2016;4:2105–12. Ataei N, Hosseini M, Baikpour M, Ataei F, Bloori Jirandeh H, Bazargani B, Yousefifard M, Abbasi A. Etiology and outcome of chronic kidney disease in iranian children. Int J Pediatr. 2016;4:2105–12.
7.
go back to reference Olowu WA, Niang A, Osafo C, Ashuntantang G, Arogundade FA, Porter J, Naicker S, Luyckx VA. Outcomes of acute kidney injury in children and adults in sub-Saharan Africa: a systematic review. Lancet Glob Health. 2016;4:e242–250.CrossRefPubMed Olowu WA, Niang A, Osafo C, Ashuntantang G, Arogundade FA, Porter J, Naicker S, Luyckx VA. Outcomes of acute kidney injury in children and adults in sub-Saharan Africa: a systematic review. Lancet Glob Health. 2016;4:e242–250.CrossRefPubMed
8.
9.
go back to reference Askenazi DJ, Montesanti A, Hunley H, Koralkar R, Pawar P, Shuaib F, Liwo A, Devarajan P, Ambalavanan N. Urine biomarkers predict acute kidney injury and mortality in very low birth weight infants. J Pediatr. 2011;159:907–912.e901.CrossRefPubMedPubMedCentral Askenazi DJ, Montesanti A, Hunley H, Koralkar R, Pawar P, Shuaib F, Liwo A, Devarajan P, Ambalavanan N. Urine biomarkers predict acute kidney injury and mortality in very low birth weight infants. J Pediatr. 2011;159:907–912.e901.CrossRefPubMedPubMedCentral
10.
go back to reference Parikh CR, Devarajan P, Zappitelli M, Sint K, Thiessen-Philbrook H, Li S, Kim RW, Koyner JL, Coca SG, Edelstein CL. Postoperative biomarkers predict acute kidney injury and poor outcomes after pediatric cardiac surgery. J Am Soc Nephrol. 2011;22:1737–47.CrossRefPubMedPubMedCentral Parikh CR, Devarajan P, Zappitelli M, Sint K, Thiessen-Philbrook H, Li S, Kim RW, Koyner JL, Coca SG, Edelstein CL. Postoperative biomarkers predict acute kidney injury and poor outcomes after pediatric cardiac surgery. J Am Soc Nephrol. 2011;22:1737–47.CrossRefPubMedPubMedCentral
11.
go back to reference Devarajan P. Acute Kidney Injury: Prevention and Diagnosis. In Pediatric Kidney Disease. Edited by Geary DF, Schaefer F. Berlin, Heidelberg: Springer Berlin Heidelberg; 2016. p. 1223–1250. Devarajan P. Acute Kidney Injury: Prevention and Diagnosis. In Pediatric Kidney Disease. Edited by Geary DF, Schaefer F. Berlin, Heidelberg: Springer Berlin Heidelberg; 2016. p. 1223–1250.
12.
go back to reference Han W, Waikar S, Johnson A, Betensky R, Dent C, Devarajan P, Bonventre J. Urinary biomarkers in the early diagnosis of acute kidney injury. Kidney Int. 2008;73:863–9.CrossRefPubMed Han W, Waikar S, Johnson A, Betensky R, Dent C, Devarajan P, Bonventre J. Urinary biomarkers in the early diagnosis of acute kidney injury. Kidney Int. 2008;73:863–9.CrossRefPubMed
13.
go back to reference Mishra J, Dent C, Tarabishi R, Mitsnefes MM, Ma Q, Kelly C, Ruff SM, Zahedi K, Shao M, Bean J. Neutrophil gelatinase-associated lipocalin (NGAL) as a biomarker for acute renal injury after cardiac surgery. Lancet. 2005;365:1231–8.CrossRefPubMed Mishra J, Dent C, Tarabishi R, Mitsnefes MM, Ma Q, Kelly C, Ruff SM, Zahedi K, Shao M, Bean J. Neutrophil gelatinase-associated lipocalin (NGAL) as a biomarker for acute renal injury after cardiac surgery. Lancet. 2005;365:1231–8.CrossRefPubMed
14.
go back to reference Mitsnefes MM, Kathman TS, Mishra J, Kartal J, Khoury PR, Nickolas TL, Barasch J, Devarajan P. Serum neutrophil gelatinase-associated lipocalin as a marker of renal function in children with chronic kidney disease. Pediatr Nephrol. 2007;22:101–8.CrossRefPubMed Mitsnefes MM, Kathman TS, Mishra J, Kartal J, Khoury PR, Nickolas TL, Barasch J, Devarajan P. Serum neutrophil gelatinase-associated lipocalin as a marker of renal function in children with chronic kidney disease. Pediatr Nephrol. 2007;22:101–8.CrossRefPubMed
15.
go back to reference Nickolas TL, Barasch J, Devarajan P. Biomarkers in acute and chronic kidney disease. Curr Opin Nephrol Hypertens. 2008;17:127–32.CrossRefPubMed Nickolas TL, Barasch J, Devarajan P. Biomarkers in acute and chronic kidney disease. Curr Opin Nephrol Hypertens. 2008;17:127–32.CrossRefPubMed
16.
go back to reference Dharnidharka VR, Kwon C, Stevens G. Serum cystatin C is superior to serum creatinine as a marker of kidney function: a meta-analysis. Am J Kidney Dis. 2002;40:221–6.CrossRefPubMed Dharnidharka VR, Kwon C, Stevens G. Serum cystatin C is superior to serum creatinine as a marker of kidney function: a meta-analysis. Am J Kidney Dis. 2002;40:221–6.CrossRefPubMed
17.
go back to reference Roos JF, Doust J, Tett SE, Kirkpatrick CM. Diagnostic accuracy of cystatin C compared to serum creatinine for the estimation of renal dysfunction in adults and children—a meta-analysis. Clin Biochem. 2007;40:383–91.CrossRefPubMed Roos JF, Doust J, Tett SE, Kirkpatrick CM. Diagnostic accuracy of cystatin C compared to serum creatinine for the estimation of renal dysfunction in adults and children—a meta-analysis. Clin Biochem. 2007;40:383–91.CrossRefPubMed
18.
go back to reference Zappitelli M, Greenberg JH, Coca SG, Krawczeski CD, Li S, Thiessen-Philbrook HR, Bennett MR, Devarajan P, Parikh CR, Consortium TRIBEiAKI. Association of definition of acute kidney injury by cystatin C rise with biomarkers and clinical outcomes in children undergoing cardiac surgery. JAMA Pediatr. 2015;169:583–91.CrossRefPubMedPubMedCentral Zappitelli M, Greenberg JH, Coca SG, Krawczeski CD, Li S, Thiessen-Philbrook HR, Bennett MR, Devarajan P, Parikh CR, Consortium TRIBEiAKI. Association of definition of acute kidney injury by cystatin C rise with biomarkers and clinical outcomes in children undergoing cardiac surgery. JAMA Pediatr. 2015;169:583–91.CrossRefPubMedPubMedCentral
19.
go back to reference Ebrahimi A, Yousefifard M, Kazemi HM, Rasouli HR, Asady H, Jafari AM, Hosseini M. Diagnostic accuracy of chest ultrasonography versus chest radiography for identification of pneumothorax: a systematic review and meta-analysis. Tanaffos. 2014;13:29–40.PubMedPubMedCentral Ebrahimi A, Yousefifard M, Kazemi HM, Rasouli HR, Asady H, Jafari AM, Hosseini M. Diagnostic accuracy of chest ultrasonography versus chest radiography for identification of pneumothorax: a systematic review and meta-analysis. Tanaffos. 2014;13:29–40.PubMedPubMedCentral
20.
go back to reference Hosseini M, Yousefifard M, Aziznejad H, Nasirinezhad F. The effect of bone marrow–derived mesenchymal stem cell transplantation on allodynia and hyperalgesia in neuropathic animals: a systematic review with meta-analysis. Biol Blood Marrow Transplant. 2015;21:1537–44.CrossRefPubMed Hosseini M, Yousefifard M, Aziznejad H, Nasirinezhad F. The effect of bone marrow–derived mesenchymal stem cell transplantation on allodynia and hyperalgesia in neuropathic animals: a systematic review with meta-analysis. Biol Blood Marrow Transplant. 2015;21:1537–44.CrossRefPubMed
21.
go back to reference Yousefifard M, Baikpour M, Ghelichkhani P, Asady H, Darafarin A, Esfahani MRA, Hosseini M, Yaseri M, Safari S. Comparison of ultrasonography and radiography in detection of thoracic bone fractures; a systematic review and meta-analysis. Emerg (Tehran). 2016;4:55–64. Yousefifard M, Baikpour M, Ghelichkhani P, Asady H, Darafarin A, Esfahani MRA, Hosseini M, Yaseri M, Safari S. Comparison of ultrasonography and radiography in detection of thoracic bone fractures; a systematic review and meta-analysis. Emerg (Tehran). 2016;4:55–64.
22.
go back to reference Yousefifard M, Baikpour M, Ghelichkhani P, Asady H, Nia KS, Jafari AM, Hosseini M, Safari S. Screening performance characteristic of ultrasonography and radiography in detection of pleural effusion; a meta-analysis. Emerg (Tehran). 2016;4:1–10. Yousefifard M, Baikpour M, Ghelichkhani P, Asady H, Nia KS, Jafari AM, Hosseini M, Safari S. Screening performance characteristic of ultrasonography and radiography in detection of pleural effusion; a meta-analysis. Emerg (Tehran). 2016;4:1–10.
23.
go back to reference Zhang Z, Lu B, Sheng X, Jin N. Cystatin C in prediction of acute kidney injury: a systemic review and meta-analysis. Am J Kidney Dis. 2011;58:356–65.CrossRefPubMed Zhang Z, Lu B, Sheng X, Jin N. Cystatin C in prediction of acute kidney injury: a systemic review and meta-analysis. Am J Kidney Dis. 2011;58:356–65.CrossRefPubMed
24.
go back to reference Feng Y, Zhang Y, Li G, Wang L. Relationship of cystatin-C change and the prevalence of death or dialysis need after acute kidney injury: a meta-analysis. Nephrology (Carlton). 2014;19:679–84.CrossRef Feng Y, Zhang Y, Li G, Wang L. Relationship of cystatin-C change and the prevalence of death or dialysis need after acute kidney injury: a meta-analysis. Nephrology (Carlton). 2014;19:679–84.CrossRef
25.
go back to reference Stroup DF, Berlin JA, Morton SC, Olkin I, Williamson GD, Rennie D, Moher D, Becker BJ, Sipe TA, Thacker SB. Meta-analysis of observational studies in epidemiology. JAMA, J Am Med Assoc. 2000;283:2008–12.CrossRef Stroup DF, Berlin JA, Morton SC, Olkin I, Williamson GD, Rennie D, Moher D, Becker BJ, Sipe TA, Thacker SB. Meta-analysis of observational studies in epidemiology. JAMA, J Am Med Assoc. 2000;283:2008–12.CrossRef
26.
go back to reference Hassanzadeh‐Rad A, Yousefifard M, Katal S, Asady H, Fard‐Esfahani A, Moghadas Jafari A, Hosseini M. The value of 18 F‐fluorodeoxyglucose positron emission tomography for prediction of treatment response in gastrointestinal stromal tumors: a systematic review and meta‐analysis. J Gastroenterol Hepatol. 2016;31:929–35.CrossRefPubMed Hassanzadeh‐Rad A, Yousefifard M, Katal S, Asady H, Fard‐Esfahani A, Moghadas Jafari A, Hosseini M. The value of 18 F‐fluorodeoxyglucose positron emission tomography for prediction of treatment response in gastrointestinal stromal tumors: a systematic review and meta‐analysis. J Gastroenterol Hepatol. 2016;31:929–35.CrossRefPubMed
27.
go back to reference Yousefifard M, Rahimi-Movaghar V, Nasirinezhad F, Baikpour M, Safari S, Saadat S, Jafari AM, Asady H, Tousi SR, Hosseini M. Neural stem/progenitor cell transplantation for spinal cord injury treatment; A systematic review and meta-analysis. Neuroscience. 2016;322:377–97.CrossRefPubMed Yousefifard M, Rahimi-Movaghar V, Nasirinezhad F, Baikpour M, Safari S, Saadat S, Jafari AM, Asady H, Tousi SR, Hosseini M. Neural stem/progenitor cell transplantation for spinal cord injury treatment; A systematic review and meta-analysis. Neuroscience. 2016;322:377–97.CrossRefPubMed
28.
go back to reference Izadi A, Yousefifard M, Nakhjavan-Shahraki B, Baikpour M, Mirzay Razaz J, Hosseini M. Diagnostic value of Urinary Neutrophil Gelatinase-Associated Lipocalin (NGAL) in detection of pediatric acute kidney injury; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3875–95. Izadi A, Yousefifard M, Nakhjavan-Shahraki B, Baikpour M, Mirzay Razaz J, Hosseini M. Diagnostic value of Urinary Neutrophil Gelatinase-Associated Lipocalin (NGAL) in detection of pediatric acute kidney injury; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3875–95.
29.
go back to reference Izadi A, Yousefifard M, Nakhjavan-Shahraki B, Baikpour M, Mirzay Razaz J, Ataei N, Hosseini M. Value of plasma/serum neutrophil gelatinase-associated lipocalin in detection of pediatric acute kidney injury; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3815–36. Izadi A, Yousefifard M, Nakhjavan-Shahraki B, Baikpour M, Mirzay Razaz J, Ataei N, Hosseini M. Value of plasma/serum neutrophil gelatinase-associated lipocalin in detection of pediatric acute kidney injury; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3815–36.
30.
go back to reference Rahimi-Movaghar V, Yousefifard M, Ghelichkhani P, Baikpour M, Tafakhori A, Asady H, Faridaalaee G, Hosseini M, Safari S. Application of ultrasonography and radiography in detection of hemothorax: a systematic review and meta-analysis. Emerg (Tehran). 2016;4:116–26. Rahimi-Movaghar V, Yousefifard M, Ghelichkhani P, Baikpour M, Tafakhori A, Asady H, Faridaalaee G, Hosseini M, Safari S. Application of ultrasonography and radiography in detection of hemothorax: a systematic review and meta-analysis. Emerg (Tehran). 2016;4:116–26.
31.
go back to reference Safari S, Yousefifard M, Hashemi B, Baratloo A, Forouzanfar MM, Rahmati F, Motamedi M, Najafi I. The value of serum creatine kinase in predicting the risk of rhabdomyolysis-induced acute kidney injury: a systematic review and meta-analysis. Clin Exp Nephrol. 2016;20:153–61.CrossRefPubMed Safari S, Yousefifard M, Hashemi B, Baratloo A, Forouzanfar MM, Rahmati F, Motamedi M, Najafi I. The value of serum creatine kinase in predicting the risk of rhabdomyolysis-induced acute kidney injury: a systematic review and meta-analysis. Clin Exp Nephrol. 2016;20:153–61.CrossRefPubMed
32.
go back to reference Rahimi-Movagha V, Yousefifard M, Ghelichkhani P, Baikpour M, Tafakhori A, Asady H, Faridaalaee G, Hosseini M, Safari S. Application of ultrasonography and radiography in detection of hemothorax: a systematic review and meta-analysis. Emerg (Tehran). 2015;4:116–26. Rahimi-Movagha V, Yousefifard M, Ghelichkhani P, Baikpour M, Tafakhori A, Asady H, Faridaalaee G, Hosseini M, Safari S. Application of ultrasonography and radiography in detection of hemothorax: a systematic review and meta-analysis. Emerg (Tehran). 2015;4:116–26.
33.
go back to reference Hosseini M, Yousefifard M, Baikpour M, Rahimi-Movaghar V, Nasirinezhad F, Younesian S, Safari S, Ghelichkhani P, Jafari AM. The efficacy of Schwann cell transplantation on motor function recovery after spinal cord injuries in animal models: a systematic review and meta-analysis. J Chem Neuroanat. 2016;78:102–11.CrossRefPubMed Hosseini M, Yousefifard M, Baikpour M, Rahimi-Movaghar V, Nasirinezhad F, Younesian S, Safari S, Ghelichkhani P, Jafari AM. The efficacy of Schwann cell transplantation on motor function recovery after spinal cord injuries in animal models: a systematic review and meta-analysis. J Chem Neuroanat. 2016;78:102–11.CrossRefPubMed
34.
go back to reference Ghelichkhani P, Yousefifard M, Nazemi L, Safari S, Hosseini M, Baikpour M, Salamati Ghamsari S, Yaseri M. The value of serum b-subunit of human chorionic gonadotropin level in prediction of treatment response to methotrexate in management of ectopic pregnancy; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3503–18. Ghelichkhani P, Yousefifard M, Nazemi L, Safari S, Hosseini M, Baikpour M, Salamati Ghamsari S, Yaseri M. The value of serum b-subunit of human chorionic gonadotropin level in prediction of treatment response to methotrexate in management of ectopic pregnancy; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3503–18.
35.
go back to reference Yousefifard M, Movaghar VR, Baikpour M, Ghelichkhani P, Hosseini M, Jafari AM, Aziznejad H, Tafakhori A. Early versus Late Decompression for Traumatic Spinal Cord Injuries; a Systematic Review and Meta-analysis. Emerg (Tehran). 2017;5:e37. Yousefifard M, Movaghar VR, Baikpour M, Ghelichkhani P, Hosseini M, Jafari AM, Aziznejad H, Tafakhori A. Early versus Late Decompression for Traumatic Spinal Cord Injuries; a Systematic Review and Meta-analysis. Emerg (Tehran). 2017;5:e37.
36.
go back to reference Hosseini M, Ghelichkhani P, Baikpour M, Tafakhori A, Asady H, Ghanbari MJH, Yousefifard M, Safari S. Diagnostic accuracy of ultrasonography and radiography in detection of pulmonary contusion; a systematic review and meta-analysis. Emergency. 2015;3:127.PubMedPubMedCentral Hosseini M, Ghelichkhani P, Baikpour M, Tafakhori A, Asady H, Ghanbari MJH, Yousefifard M, Safari S. Diagnostic accuracy of ultrasonography and radiography in detection of pulmonary contusion; a systematic review and meta-analysis. Emergency. 2015;3:127.PubMedPubMedCentral
37.
go back to reference Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann Intern Med. 2009;151:264–9.CrossRefPubMed Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann Intern Med. 2009;151:264–9.CrossRefPubMed
38.
go back to reference Sistrom CL, Mergo PJ. A simple method for obtaining original data from published graphs and plots. Am J Roentgenol. 2000;174:1241–4.CrossRef Sistrom CL, Mergo PJ. A simple method for obtaining original data from published graphs and plots. Am J Roentgenol. 2000;174:1241–4.CrossRef
39.
go back to reference Whiting PF, Rutjes AW, Westwood ME, Mallett S, Deeks JJ, Reitsma JB, Leeflang MM, Sterne JA, Bossuyt PM. QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med. 2011;155:529–36.CrossRefPubMed Whiting PF, Rutjes AW, Westwood ME, Mallett S, Deeks JJ, Reitsma JB, Leeflang MM, Sterne JA, Bossuyt PM. QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med. 2011;155:529–36.CrossRefPubMed
42.
go back to reference Ali FN, Hassinger A, Price H, Langman CB. Preoperative plasma FGF23 levels predict acute kidney injury in children: results of a pilot study. Pediatr Nephrol. 2013;28:959–62.CrossRefPubMed Ali FN, Hassinger A, Price H, Langman CB. Preoperative plasma FGF23 levels predict acute kidney injury in children: results of a pilot study. Pediatr Nephrol. 2013;28:959–62.CrossRefPubMed
43.
go back to reference Al-Tonbary YA, Hammad AM, Zaghloul HM, El-Sayed HE, Abu-Hashem E. Pretreatment cystatin C in children with malignancy: can it predict chemotherapy-induced glomerular filtration rate reduction during the induction phase? J Pediatr Hematol/Oncol. 2004;26:336–41.CrossRef Al-Tonbary YA, Hammad AM, Zaghloul HM, El-Sayed HE, Abu-Hashem E. Pretreatment cystatin C in children with malignancy: can it predict chemotherapy-induced glomerular filtration rate reduction during the induction phase? J Pediatr Hematol/Oncol. 2004;26:336–41.CrossRef
44.
go back to reference Askenazi DJ, Koralkar R, Hundley HE, Montesanti A, Parwar P, Sonjara S, Ambalavanan N. Urine biomarkers predict acute kidney injury in newborns. J Pediatr. 2012;161:270–275.e271.CrossRefPubMedPubMedCentral Askenazi DJ, Koralkar R, Hundley HE, Montesanti A, Parwar P, Sonjara S, Ambalavanan N. Urine biomarkers predict acute kidney injury in newborns. J Pediatr. 2012;161:270–275.e271.CrossRefPubMedPubMedCentral
45.
go back to reference Ataei N, Bazargani B, Ameli S, Madani A, Javadilarijani F, Moghtaderi M, Abbasi A, Shams S, Ataei F. Early detection of acute kidney injury by serum cystatin C in critically ill children. Pediatr Nephrol. 2014;29:133–8.CrossRefPubMed Ataei N, Bazargani B, Ameli S, Madani A, Javadilarijani F, Moghtaderi M, Abbasi A, Shams S, Ataei F. Early detection of acute kidney injury by serum cystatin C in critically ill children. Pediatr Nephrol. 2014;29:133–8.CrossRefPubMed
46.
go back to reference Benzer M, Alpay H, Baykan O, Erdem A, Demir IH. Serum NGAL, cystatin C and urinary NAG measurements for early diagnosis of contrast-induced nephropathy in children. Ren Fail. 2016;38:27–34.CrossRefPubMed Benzer M, Alpay H, Baykan O, Erdem A, Demir IH. Serum NGAL, cystatin C and urinary NAG measurements for early diagnosis of contrast-induced nephropathy in children. Ren Fail. 2016;38:27–34.CrossRefPubMed
47.
go back to reference Di Nardo M, Ficarella A, Ricci Z, Luciano R, Stoppa F, Picardo S, Picca S, Muraca M, Cogo P. Impact of severe sepsis on serum and urinary biomarkers of acute kidney injury in critically ill children: an observational study. Blood Purif. 2013;35:172–6.CrossRefPubMed Di Nardo M, Ficarella A, Ricci Z, Luciano R, Stoppa F, Picardo S, Picca S, Muraca M, Cogo P. Impact of severe sepsis on serum and urinary biomarkers of acute kidney injury in critically ill children: an observational study. Blood Purif. 2013;35:172–6.CrossRefPubMed
48.
go back to reference Elmas AT, Tabel Y, Elmas ON. Serum cystatin C predicts acute kidney injury in preterm neonates with respiratory distress syndrome. Pediatr Nephrol. 2013;28:477–84.CrossRefPubMed Elmas AT, Tabel Y, Elmas ON. Serum cystatin C predicts acute kidney injury in preterm neonates with respiratory distress syndrome. Pediatr Nephrol. 2013;28:477–84.CrossRefPubMed
49.
go back to reference Hamed HM, El-Sherbini SA, Barakat NA, Farid TM, Rasheed EA. Serum cystatin C is a poor biomarker for diagnosing acute kidney injury in critically-ill children. Indian J Crit Care Med. 2013;17:92–8.CrossRefPubMedPubMedCentral Hamed HM, El-Sherbini SA, Barakat NA, Farid TM, Rasheed EA. Serum cystatin C is a poor biomarker for diagnosing acute kidney injury in critically-ill children. Indian J Crit Care Med. 2013;17:92–8.CrossRefPubMedPubMedCentral
50.
go back to reference Hassinger AB, Backer CL, Lane JC, Haymond S, Wang D, Wald EL. Predictive power of serum cystatin C to detect acute kidney injury and pediatric-modified RIFLE class in children undergoing cardiac surgery. Pediatr Crit Care Med. 2012;13:435–40.CrossRefPubMed Hassinger AB, Backer CL, Lane JC, Haymond S, Wang D, Wald EL. Predictive power of serum cystatin C to detect acute kidney injury and pediatric-modified RIFLE class in children undergoing cardiac surgery. Pediatr Crit Care Med. 2012;13:435–40.CrossRefPubMed
51.
go back to reference Herbert C, Patel M, Nugent A, Dimas VV, Guleserian KJ, Quigley R, Modem V. Serum Cystatin C as an early marker of neutrophil gelatinase-associated lipocalin-positive acute kidney injury resulting from cardiopulmonary bypass in infants with congenital heart disease. Congenit Heart Dis. 2015;10:E180–188.CrossRefPubMed Herbert C, Patel M, Nugent A, Dimas VV, Guleserian KJ, Quigley R, Modem V. Serum Cystatin C as an early marker of neutrophil gelatinase-associated lipocalin-positive acute kidney injury resulting from cardiopulmonary bypass in infants with congenital heart disease. Congenit Heart Dis. 2015;10:E180–188.CrossRefPubMed
52.
go back to reference Herrero-Morin JD, Malaga S, Fernandez N, Rey C, Dieguez MA, Solis G, Concha A, Medina A. Cystatin C and beta2-microglobulin: markers of glomerular filtration in critically ill children. Crit Care. 2007;11:R59.CrossRefPubMedPubMedCentral Herrero-Morin JD, Malaga S, Fernandez N, Rey C, Dieguez MA, Solis G, Concha A, Medina A. Cystatin C and beta2-microglobulin: markers of glomerular filtration in critically ill children. Crit Care. 2007;11:R59.CrossRefPubMedPubMedCentral
53.
go back to reference Koyner JL, Garg AX, Shlipak MG, Patel UD, Sint K, Hong K, Devarajan P, Edelstein CL, Zappitelli M, Thiessen-Philbrook H, Parikh CR. Urinary cystatin C and acute kidney injury after cardiac surgery. Am J Kidney Dis. 2013;61:730–8.CrossRefPubMedPubMedCentral Koyner JL, Garg AX, Shlipak MG, Patel UD, Sint K, Hong K, Devarajan P, Edelstein CL, Zappitelli M, Thiessen-Philbrook H, Parikh CR. Urinary cystatin C and acute kidney injury after cardiac surgery. Am J Kidney Dis. 2013;61:730–8.CrossRefPubMedPubMedCentral
54.
go back to reference Krawczeski CD, Vandevoorde RG, Kathman T, Bennett MR, Woo JG, Wang Y, Griffiths RE, Devarajan P. Serum cystatin C is an early predictive biomarker of acute kidney injury after pediatric cardiopulmonary bypass. Clin J Am Soc Nephrol. 2010;5:1552–7.CrossRefPubMedPubMedCentral Krawczeski CD, Vandevoorde RG, Kathman T, Bennett MR, Woo JG, Wang Y, Griffiths RE, Devarajan P. Serum cystatin C is an early predictive biomarker of acute kidney injury after pediatric cardiopulmonary bypass. Clin J Am Soc Nephrol. 2010;5:1552–7.CrossRefPubMedPubMedCentral
55.
go back to reference Lagos-Arevalo P, Palijan A, Vertullo L, Devarajan P, Bennett MR, Sabbisetti V, Bonventre JV, Ma Q, Gottesman RD, Zappitelli M. Cystatin C in acute kidney injury diagnosis: early biomarker or alternative to serum creatinine? Pediatr Nephrol. 2015;30:665–76.CrossRefPubMed Lagos-Arevalo P, Palijan A, Vertullo L, Devarajan P, Bennett MR, Sabbisetti V, Bonventre JV, Ma Q, Gottesman RD, Zappitelli M. Cystatin C in acute kidney injury diagnosis: early biomarker or alternative to serum creatinine? Pediatr Nephrol. 2015;30:665–76.CrossRefPubMed
56.
go back to reference Li Y, Fu C, Zhou X, Xiao Z, Zhu X, Jin M, Li X, Feng X. Urine interleukin-18 and cystatin-C as biomarkers of acute kidney injury in critically ill neonates. Pediatr Nephrol. 2012;27:851–60.CrossRefPubMedPubMedCentral Li Y, Fu C, Zhou X, Xiao Z, Zhu X, Jin M, Li X, Feng X. Urine interleukin-18 and cystatin-C as biomarkers of acute kidney injury in critically ill neonates. Pediatr Nephrol. 2012;27:851–60.CrossRefPubMedPubMedCentral
57.
go back to reference Mamikonian LS, Mamo LB, Smith PB, Koo J, Lodge AJ, Turi JL. Cardiopulmonary bypass is associated with hemolysis and acute kidney injury in neonates, infants, and children*. Pediatr Crit Care Med. 2014;15:e111–119.CrossRefPubMedPubMedCentral Mamikonian LS, Mamo LB, Smith PB, Koo J, Lodge AJ, Turi JL. Cardiopulmonary bypass is associated with hemolysis and acute kidney injury in neonates, infants, and children*. Pediatr Crit Care Med. 2014;15:e111–119.CrossRefPubMedPubMedCentral
58.
go back to reference Maruniak-Chudek I, Owsianka-Podlesny T, Wroblewska J, Jadamus-Niebroj D. Is serum cystatin C a better marker of kidney function than serum creatinine in septic newborns? Postepy Hig Med Dosw (Online). 2012;66:175–80.CrossRef Maruniak-Chudek I, Owsianka-Podlesny T, Wroblewska J, Jadamus-Niebroj D. Is serum cystatin C a better marker of kidney function than serum creatinine in septic newborns? Postepy Hig Med Dosw (Online). 2012;66:175–80.CrossRef
59.
go back to reference McCaffrey J, Coupes B, Chaloner C, Webb NJ, Barber R, Lennon R. Towards a biomarker panel for the assessment of AKI in children receiving intensive care. Pediatr Nephrol. 2015;30:1861–71.CrossRefPubMedPubMedCentral McCaffrey J, Coupes B, Chaloner C, Webb NJ, Barber R, Lennon R. Towards a biomarker panel for the assessment of AKI in children receiving intensive care. Pediatr Nephrol. 2015;30:1861–71.CrossRefPubMedPubMedCentral
60.
go back to reference Peco-Antic A, Ivanisevic I, Vulicevic I, Kotur-Stevuljevic J, Ilic S, Ivanisevic J, Miljkovic M, Kocev N. Biomarkers of acute kidney injury in pediatric cardiac surgery. Clin Biochem. 2013;46:1244–51.CrossRefPubMed Peco-Antic A, Ivanisevic I, Vulicevic I, Kotur-Stevuljevic J, Ilic S, Ivanisevic J, Miljkovic M, Kocev N. Biomarkers of acute kidney injury in pediatric cardiac surgery. Clin Biochem. 2013;46:1244–51.CrossRefPubMed
61.
go back to reference Polat M, Fidan K, Derinoz O, Gonen S, Soylemezoglu O. Neutrophil gelatinase-associated lipocalin as a follow-up marker in critically ill pediatric patients with established acute kidney injury. Ren Fail. 2013;35:352–6.CrossRefPubMed Polat M, Fidan K, Derinoz O, Gonen S, Soylemezoglu O. Neutrophil gelatinase-associated lipocalin as a follow-up marker in critically ill pediatric patients with established acute kidney injury. Ren Fail. 2013;35:352–6.CrossRefPubMed
62.
go back to reference Sarafidis K, Tsepkentzi E, Agakidou E, Diamanti E, Taparkou A, Soubasi V, Papachristou F, Drossou V. Serum and urine acute kidney injury biomarkers in asphyxiated neonates. Pediatr Nephrol. 2012;27:1575–82.CrossRefPubMed Sarafidis K, Tsepkentzi E, Agakidou E, Diamanti E, Taparkou A, Soubasi V, Papachristou F, Drossou V. Serum and urine acute kidney injury biomarkers in asphyxiated neonates. Pediatr Nephrol. 2012;27:1575–82.CrossRefPubMed
63.
go back to reference Volpon LC, Sugo EK, Carlotti APCP. Diagnostic and prognostic value of serum cystatin C in critically Ill children with acute kidney injury. Pediatr Crit Care Med. 2015;16:e125–31.CrossRefPubMed Volpon LC, Sugo EK, Carlotti APCP. Diagnostic and prognostic value of serum cystatin C in critically Ill children with acute kidney injury. Pediatr Crit Care Med. 2015;16:e125–31.CrossRefPubMed
64.
go back to reference Zheng JY, Xiao YY, Yao Y, Han L. Is serum cystatin C an early predictor for acute kidney injury following cardiopulmonary bypass surgery in infants and young children? Kaohsiung J Med Sci. 2013;29:494–9.CrossRefPubMed Zheng JY, Xiao YY, Yao Y, Han L. Is serum cystatin C an early predictor for acute kidney injury following cardiopulmonary bypass surgery in infants and young children? Kaohsiung J Med Sci. 2013;29:494–9.CrossRefPubMed
65.
go back to reference Tenstad O, Roald A, Grubb A, Aukland K. Renal handling of radiolabelled human cystatin C in the rat. Scand J Clin Lab Invest. 1996;56:409–14.CrossRefPubMed Tenstad O, Roald A, Grubb A, Aukland K. Renal handling of radiolabelled human cystatin C in the rat. Scand J Clin Lab Invest. 1996;56:409–14.CrossRefPubMed
66.
go back to reference Poge U, Stoschus B, Stoffel-Wagner B, Gerhardt T, Klehr HU, Sauerbruch T, Woitas RP. Cystatin C as an endogenous marker of glomerular filtration rate in renal transplant patients. Kidney Blood Press Res. 2003;26:55–60.CrossRefPubMed Poge U, Stoschus B, Stoffel-Wagner B, Gerhardt T, Klehr HU, Sauerbruch T, Woitas RP. Cystatin C as an endogenous marker of glomerular filtration rate in renal transplant patients. Kidney Blood Press Res. 2003;26:55–60.CrossRefPubMed
67.
go back to reference Ghelichkhani P, Yousefifard M, Nazemi L, Safari S, Hosseini M, Baikpour M, Salamati Ghamsari S, Yaseri M. The value of serum β-subunit of human chorionic gonadotropin level in prediction of treatment response to methotrexate in management of ectopic pregnancy; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3503–18. Ghelichkhani P, Yousefifard M, Nazemi L, Safari S, Hosseini M, Baikpour M, Salamati Ghamsari S, Yaseri M. The value of serum β-subunit of human chorionic gonadotropin level in prediction of treatment response to methotrexate in management of ectopic pregnancy; a systematic review and meta-analysis. Int J Pediatr. 2016;4:3503–18.
68.
go back to reference Finney H, Newman DJ, Thakkar H, Fell JM, Price CP. Reference ranges for plasma cystatin C and creatinine measurements in premature infants, neonates, and older children. Arch Dis Child. 2000;82:71–5.CrossRefPubMedPubMedCentral Finney H, Newman DJ, Thakkar H, Fell JM, Price CP. Reference ranges for plasma cystatin C and creatinine measurements in premature infants, neonates, and older children. Arch Dis Child. 2000;82:71–5.CrossRefPubMedPubMedCentral
Metadata
Title
Accuracy of cystatin C in prediction of acute kidney injury in children; serum or urine levels: which one works better? A systematic review and meta-analysis
Authors
Babak Nakhjavan-Shahraki
Mahmoud Yousefifard
Neamatollah Ataei
Masoud Baikpour
Fatemeh Ataei
Behnaz Bazargani
Arash Abbasi
Parisa Ghelichkhani
Faezeh Javidilarijani
Mostafa Hosseini
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/s12882-017-0539-0

Other articles of this Issue 1/2017

BMC Nephrology 1/2017 Go to the issue