Skip to main content

Advertisement

Log in

Age modifies the risk factor profiles for acute kidney injury among recently diagnosed type 2 diabetic patients: a population-based study

  • Original Article
  • Published:
GeroScience Aims and scope Submit manuscript

Abstract

The incidence of acute kidney injury (AKI) rises with age and is associated with multiple risk factors. Here, we compared the risk factors for AKI between younger and older incident diabetic patients to examine the trends in risk alteration for individual factors across different age groups. Between 2007 and 2013, we selected all incident type 2 diabetic adults from the Taiwan National Health Insurance registry, stratified based on age: young (< 65 years), old (≥ 65 but < 75 years), and older-old (≥ 75 years). All factors with potential renal influence (e.g., comorbidities, medications, and diagnostics/procedures) were recorded during the study period, with a nested case-controlled approach utilized to identify independent risk factors for AKI in each age group. Totally, 930,709 type 2 diabetic patients were categorized as young (68.7%), old (17.7%), or older-old (13.6%). Older-old patients showed a significantly higher incidence of AKI than the old and the young groups. Cardiovascular morbidities (hypertension, atrial fibrillation, acute coronary syndrome, and cerebrovascular disease) were shown to increase the risk of AKI, although the risk declined with increasing age. Chronic obstructive pulmonary disease and receiving cardiac catheterization elevated the risk of AKI preferentially in the older-old/old and older-old group, respectively, while the administration of angiotensin-converting enzyme/α-blocker and angiotensin receptor blocker/calcium channel blocker reduced the risk of AKI preferentially in the older-old and older-old/old group, respectively. In conclusion, our findings highlight the importance of devising age-specific risk factor panels for AKI in patients with recently diagnosed type 2 diabetes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Andò G, Morabito G, de Gregorio C, Trio O, Saporito F, Oreto G (2013) Age, glomerular filtration rate, ejection fraction, and the AGEF score predict contrast-induced nephropathy in patients with acute myocardial infarction undergoing primary percutaneous coronary intervention. Catheter Cardiovasc Interv 82(6):878–885

    Article  PubMed  Google Scholar 

  • Arora P, Rajagopalam S, Ranjan R, Kolli H, Singh M, Venuto R, Lohr J (2008) Preoperative use of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers is associated with increased risk for acute kidney injury after cardiovascular surgery. Clin J Am Soc Nephrol 3(5):1266–1273

    Article  PubMed  PubMed Central  Google Scholar 

  • Barakat MF, McDonald HI, Collier TJ, Smeeth L, Nitsch D, Quint JK (2015) Acute kidney injury in stable COPD and at exacerbation. Int J Chron Obstruct Pulmon Dis 10:2067–2077

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Bell S, Farran B, McGurnaghan S, McCrimmon RJ, Leese GP, Petrie JR, McKeigue P, Sattar N, Wild S, McKnight J, Lindsay R, Colhoun HM, Looker H (2017) Risk of acute kidney injury and survival in patients treated with metformin: an observational cohort study. BMC Nephrol 18:163

    Article  PubMed  PubMed Central  Google Scholar 

  • Carlson N, Hommel K, Olesen JB, Gerds TA, Soja AM, Vilsboll T, Kamper AL, Torp-Pedersen C, Gislason G (2016) Metformin-associated risk of acute dialysis in patients with type 2 diabetes: a nationwide cohort study. Diabetes Obes Metab 18(12):1283–1287

    Article  PubMed  CAS  Google Scholar 

  • Chao CT, Hou CC, Wu VC, Lu HM, Wang CY, Chen L, Kao TW (2012b) The impact of dialysis-requiring acute kidney injury on long-term prognosis of patients requiring prolonged mechanical ventilation: nationwide population-based study. PLoS One 7(12):e50675

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Chao CT, Jui W, Wu HY, Chien KL, Hung KY (2017) Dipeptidyl peptidase inhibitor use is associated with a lower risk of incident acute kidney injury in patients ith diabetes. Oncotarget 8(32):53028–53040

    Article  PubMed  PubMed Central  Google Scholar 

  • Chao CT, Lai CF, Huang JW (2012c) Risk factors for herpes zoster reactivation in maintenance hemodialysis patients. Eur J Intern Med 23(8):711–715

    Article  PubMed  Google Scholar 

  • Chao CT, Tsai HB, Wu CY, Hsu NC, Lin YF, Chen JS, Hung KY (2015a) Cross-sectional study of the association between functional status and acute kidney injury in geriatric patients. BMC Nephrol 16(1):186

    Article  PubMed  PubMed Central  Google Scholar 

  • Chao CT, Tsai HB, Wu CY, Lin YF, Hsu NC, Chen JS, Hung KY (2015b) Cumulative cardiovascular polypharmacy is associated with the risk of acute kidney injury in elderly patients. Medicine 94(31):e1251

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Chao CT, Wang CY, Lai CF, Huang TM, Chen YY, Kao TW, Chu TS, Chang CH, Wu VC, Ko WJ, Chen L, Wu KD (2014) Dialysis-requiring acute kidney injury increases risk of long-term malignancy: a population-based study. J Cancer Res Clin Oncol 140(4):613–621

    Article  PubMed  CAS  Google Scholar 

  • Chao CT, Wu VC, Lai CF, Shiao CC, Huang TM, Wu PC, Tsai IJ, Hou CC, Wang WJ, Tsai HB, Lin YF, Chiang WC, Lin SL, Tsai PR, Ko WJ, Wu MS, Wu KD, NSARF group (2012a) Advanced age affects the outcome-predictive power of RIFLE classification in geriatric patients with acute kidney injury. Kidney Int 82(8):920–927

    Article  PubMed  Google Scholar 

  • Das V, Boelle P-Y, Galbois A, Guidet B, Maury E, Carbonell N, Moreau R, Offenstadt G (2010) Cirrhotic patients in the medical intensive care unit: early prognosis and long-term survival. Crit Care Med 38(11):2108–2116

    Article  PubMed  Google Scholar 

  • De Broe ME, Kajbaf F, Lalau JD (2017) Renoprotective effects of metformin. Nephron. https://doi.org/10.1159/000481951

  • Domenech P, Perez T, Saldarini A, Uad P, Musso CG (2017) Kidney–lung pathophysiological crosstalk: its characteristics and importance. Int Urol Nephrol 49(7):1211–1215

    Article  PubMed  CAS  Google Scholar 

  • Flaherty MP, Pant S, Patel SV, Kilgore T, Dassanayaka S, Loughran JH, Rawasia W, Dawn B, Cheng A, Bartoli CR (2017) Hemodynamic support with a microaxial percutaneous left ventricular assist device (Impella) protects against acute kidney injury in patients undergoing high-risk percutaneous coronary intervention. Circ Res 120(4):692–700

    Article  PubMed  CAS  Google Scholar 

  • Friedl A, Peric S, Masghati S, Wolzt M, Hori WH, Soleiman A, Fuhrmann V, Haider DG (2012) No association of angiotensin-converting enzyme inhibitor or angiotensin 2 receptor blocker intake with acute kidney injury in patients undergoing kidney biopsy. Kidney Blood Press Res 35(6):558–560

    Article  PubMed  CAS  Google Scholar 

  • Fujii T, Sugiura T, Ohkita M, Kobuchi S, Takaoka M, Matsumura Y (2007) Selective antagonism of the postsynaptic α1-adrenoceptor is protective against ischemic acute renal failure in rats. Eur J Pharmacol 574(2):185–191

    Article  PubMed  CAS  Google Scholar 

  • Grams ME, Sang Y, Ballew SH, Gansevoort RT, Kimm H, Kovesdy CP, Naimark D, Oien C, Smith DH, Coresh J, Sarnak MJ, Stengel B, Tonelli M, CKD Prognosis Consortium (2015) A meta-analysis of the association of estimated GFR, albuminuria, age, race, and sex with acute kidney injury. Am J Kidney Dis 66(4):591–601

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Guimarães J, Vieira-Coelho A, Rosas MJ, Moura E, Vaz R, Garrett C (2010) Acute renal failure in patients with bilateral deep brain stimulation. Mov Disord 25(14):2462–2464

    Article  PubMed  Google Scholar 

  • Hermandez Hermandez D, Tesouro RB, Castro-Diaz D (2013) Urinary retention. Urologia 80(4):257–264

    Article  Google Scholar 

  • Husain-Syed F, Slutsky AS, Ronco C (2016) Lung–kidney cross-talk in the critically ill patient. Am J Respir Crit Care Med 194(4):402–414

    Article  PubMed  CAS  Google Scholar 

  • Hwang Y, Dixon SN, Reiss JP, Wald R, Parikh CR, Gandhi S, Shariff SZ, Pannu N, Nash DM, Rehman F (2014) Garg AX (2014) atypical antipsychotic drugs and the risk for acute kidney injury and other adverse outcomes in older adults: a population-based cohort study. Ann Intern Med 161(4):242–248

    Article  PubMed  Google Scholar 

  • Iso H, Date C, Yamamoto A, Toyoshima H, Watanabe Y, Kikuchi S, Koizumi A, Wada Y, Kondo T, Inaba Y, Tamakoshi A, JACC Study Group (2005) Smoking cessation and mortality from cardiovascular disease among Japanese men and women: the JACC study. Am J Epidemiol 161(2):170–179

    Article  PubMed  Google Scholar 

  • James MT, Grams ME, Woodward M, Elley CR, Green JA, Wheeler DC, de Jong P, Gansevoort RT, Levey AS, Warnock DG, Sarnak MJ, CKD prognosis Consortium (2015) A meta-analysis of the association of estimated GFR, albuminuria, diabetes mellitus, and hypertension with acute kidney injury. Am J Kidney Dis 66(4):602–612

    Article  PubMed  PubMed Central  Google Scholar 

  • Jiang Y, McCombs JS, Park SH (2017) A retrospective cohort study of acute kidney injury risk associated with antipsychotics. CNS Drugs 31(4):319–326

    Article  PubMed  CAS  Google Scholar 

  • Kaze FF, Kengne A-P, Magatsing CT, Halle MP, Yiagnigni E, Ngu KB (2016) Prevalence and determinants of chronic kidney disease among hypertensive Cameroonians according to three common estimators of the glomerular filtration rate. J Clin Hypertens 18(5):408–414

    Article  Google Scholar 

  • Kidney Disease Improving Global Outcomes (KDIGO) group (2012) Section 2: AKI definition. Kidney Int Suppl 2:19–36

    Article  Google Scholar 

  • Lacave G, Caille V, Bruneel F, Palette C, Legriel S, Grimaldi D, Eurin M, Bedos JP (2017) Incidence and risk factors of acute kidney injury associated with continuous intravenous high-dose vancomycin in critically ill patients: a retrospective cohort study. Medicine 96(7):e6023

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Leblanc M, Kellum JA, Gibney RTN, Lieberthal W, Tumlin J, Mehta R (2015) Risk factors for acute renal failure: inherent and modifiable risks. Curr Opin Crit Care 11(6):533–536

    Article  Google Scholar 

  • Li J, Gui Y, Ren J, Liu X, Feng Y, Zeng Z, He W, Yang J, Dai C (2016) Metformin protects against cisplatin-induced tubular cell apoptosis and acute kidney injury via AMPKa-regulated autophagy induction. Sci Rep 6:23975

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Madhavan MV, Généreux P, Rubin J, Palmerini T, Caixeta A, Xu K, Weisz G, Mehran R, Stone GW (2014) Usefulness of the SYNTAX score to predict acute kidney injury after percutaneous coronary intervention (from the acute catheterization and urgent intervention triage strategy trial). Am J Cardiol 113(8):1331–1337

    Article  PubMed  Google Scholar 

  • Malhotra R, Kashani KB, Macedo E, Kim J, Bouchard J, Wynn S, Li G, Ohno-Machado L, Mehta R (2017) A risk prediction score for acute kidney injury in the intensive care unit. Nephrol Dial Transplant 32(5):814–822

    Article  PubMed  Google Scholar 

  • Mesropian PD, Othersen J, Mason D, Wang J, Asif A, Mathew RO (2016) Community-acquired acute kidney injury: a challenge and opportunity for primary care in kidney health. Nephrology 21(9):729–735

    Article  PubMed  Google Scholar 

  • O’Sullivan ED, Hughes J, Ferenbach DA (2017) Renal aging: causes and consequences. J Am Soc Nephrol 28(2):407–420

    Article  PubMed  Google Scholar 

  • Passaroni AC, Silva MAM, Martins AS, Kochi AC (2010) Uso de nifedipina e incidência de lesão renal aguda em pós-operatório de cirurgia de revascularização do miocárdio com CEC. Braz J Cardiovasc Surg 25:32–37

    Article  Google Scholar 

  • Pollak P (2013) Deep brain stimulation for Parkinson’s disease— patient selection. Handb Clin Neurol 116:97–105

    Article  PubMed  Google Scholar 

  • Prondzinsky R, Lemm H, Swyter M, Wegener N, Unverzagt S, Carter JM, Russ M, Schlitt A, Buerke U, Christoph A, Schmidt H, Winkler M, Thiery J, Werdan K, Buerke M (2010) Intra-aortic balloon counterpulsation in patients with acute myocardial infarction complicated by cardiogenic shock: the prospective, randomized IABP SHOCK trial for attenuation of multiorgan dysfunction syndrome. Crit Care Med 38(1):152–160

    Article  PubMed  CAS  Google Scholar 

  • Rewa O, Bagshaw SM (2014) Acute kidney injury: epidemiology, outcomes and economics. Nat Rev Nephrol 10(4):193–207

    Article  PubMed  CAS  Google Scholar 

  • Richardson DB (2004) An incidence density sampling program for nested case-control analyses. Occup Environ Med 61(12):e59

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Rule AD, Amer H, Cornell LD, Taler SJ, Cosio FG, Kremers WK, Textor SC, Stegall MD (2010) THe association between age and nephrosclerosis on renal biopsy among healthy adults. Ann Intern Med 152(9):561–567

    Article  PubMed  PubMed Central  Google Scholar 

  • Rule AD, Cornell LD, Poggio ED (2011) Senile Nephrosclerosis—does it explain the decline in glomerular filtration rate with aging. Nephron Physiol 119(Suppl 1):6–11

    Article  Google Scholar 

  • Shah M, Jain AK, Brunelli SM, Coca SG, Devereaux PJ, James MT, Luo J, Molnar AO, Mrkobrada M, Pannu N, Parikh CR, Paterson M, Shariff S, Wald R, Walsh M, Whitlock R, Wijeysundera DN, Garg AX (2014) Association between angiotensin converting enzyme inhibitor or angiotensin receptor blocker use prior to major elective surgery and the risk of acute dialysis. BMC Nephrol 15(1):53

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Siew ED, Matheny ME, Ikizler TA, Lewis JB, Miller RA, Waitman LR, Go AS, Parikh CR, Peterson JF (2010) Commonly used surrogates for baseline renal function affect the classification and prognosis of acute kidney injury. Kidney Int 77(6):536–542

    Article  PubMed  Google Scholar 

  • Swetz KM, Cook KE, Ottenberg AL, Chang N, Mueller PS (2013) Clinicians’ attitudes regarding withdrawal of left ventricular assist devices in patients approaching the end of life. Eur J Heart Fail 15(11):1262–1266

    Article  PubMed  PubMed Central  Google Scholar 

  • Toprak O (2007) Conflicting and new risk factors for contrast induced nephropathy. J Urol 178(6):2277–2283

    Article  PubMed  Google Scholar 

  • Annual Report USRDS (2017) Chapter 5: acute kidney injury. Am J Kidney Dis 69(3 Suppl 1):S107–S132

    Google Scholar 

  • Whiting P, Morden A, Tomlinson LA, Caskey F, Blakeman T, Tomson C, Stone T, Richards A, Savovic J, Horwood J (2017) What are the risks and benefits of temporarily discontinuing medications to prevent acute kidney injury? A systematic review and meta-analysis. BMJ Open 7(4):e012674

    Article  PubMed  PubMed Central  Google Scholar 

  • Wu CH, Yang YW, Hung SC, Kuo KL, Wu KD, Wu VC, Hsieh TC (2017) Ketoanalogues supplementation decreases dialysis and mortality risk in patients with anemic advanced chronic kidney disease. PLoS One 12(5):e0176847

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Wu VC, Wu CH, Huang TM, Wang CY, Lai CF, Shiao CC, Chang CH, Lin SL, Chen YY, Chen YM, Chu TS, Chiang WC, Wu KD, Tsai PR, Chen L, Ko WJ, NSARF group (2014) Long-term risk of coronary events after AKI. J Am Soc Nephrol 25(3):595–605

    Article  PubMed  PubMed Central  Google Scholar 

  • Yi Q, Li K, Jian Z, Xiao YB, Chen L, Zhang Y, Ma RY (2016) Risk factors for acute kidney injury after cardiovascular surgery: evidence from 2,157 cases and 49,777 controls—a meta-analysis. Cardiorenal Med 6(3):237–250

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Yoshikawa M, Yamamoto Y, Tomoda K, Fujita Y, Yamauchi M, Osa T, Uyama H, Okamoto N, Kurumatani N, Kimura H (2017) Prevalence of chronic obstructive pulmonary disease in independent community-dwelling older adults: the Fujiwara-kyo study. Geriatr Gerontol Int 17:2421–2426. https://doi.org/10.1111/ggi.13091

    Article  PubMed  Google Scholar 

  • Zeller M, Labalette-Bart M, Juliard JM, Potier L, Feldman LJ, Steg PG, Cottin Y, Roussel R (2016) Metformin and contrast-induced acute kidney injury in diabetic patients treated with primary percutaneous coronary intervention for ST segment elevation myocardial infarction: a multicenter study. Int J Cardiol 220:137–142

    Article  PubMed  Google Scholar 

Download references

Funding disclosure

The study is financially sponsored by National Taiwan University Hospital BeiHu branch.

Author information

Authors and Affiliations

Authors

Contributions

Study design: CTC, KLC; Data analysis: CTC, JW, HYW, KLC; Article drafting: CTC, JW, JWH, KLC; Article approval: all authors.

Corresponding author

Correspondence to Kuo-Liong Chien.

Ethics declarations

Sponsor’s role

The sponsors have no role in the study design, data collection, analysis, and result interpretation of this study.

Conflict of interest

The authors declare that they have no conflict of interest.

Electronic supplementary materials

ESM 1

(DOC 8 kb)

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chao, CT., Wang, J., Wu, HY. et al. Age modifies the risk factor profiles for acute kidney injury among recently diagnosed type 2 diabetic patients: a population-based study. GeroScience 40, 201–217 (2018). https://doi.org/10.1007/s11357-018-0013-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11357-018-0013-3

Keywords

Navigation