Skip to main content
Log in

Association between obesity and glomerular hyperfiltration: the confounding effect of smoking and sodium and protein intakes

  • Original Contribution
  • Published:
European Journal of Nutrition Aims and scope Submit manuscript

Abstract

Purpose

Glomerular hyperfiltration has been suggested as a possible mechanism linking obesity and chronic kidney disease (CKD), independently of classical risk factors. We explored the association of overweight and obesity with glomerular hyperfiltration in a large sample of the Swiss adult population, accounting for several confounders including dietary factors.

Methods

Data from a 2010 to 2012 cross-sectional population-based survey in Switzerland were used. Creatinine clearance (CrCl) was determined from 24-h urine collection; CrCl > 140 ml/min was used to define glomerular hyperfiltration. Participants were categorized into lean (<25 kg/m2), overweight (25–29.9 kg/m2) and obese (≥30 kg/m2) according to body mass index (BMI).

Results

A total of 1339 participants were included in the analysis [median (IQR) age 49.4 (34.3–63.5) years, 48.9 % men]. The prevalences of overweight and obesity were 32.2 and 14.2 %, respectively. Median CrCl was 102[84–121] ml/min in lean, 110 [87–136] ml/min in overweight and 124 [97–150] ml/min in obese participants (p < 0.001). The prevalence of glomerular hyperfiltration increased across BMI categories (10.4, 20.8 and 34.7 %, respectively; p < 0.001). This positive association remained significant after adjusting for age, sex, hypertension, diabetes, smoking and dietary factors (sodium and protein intakes): odds ratio [95 %CI] 2.39 [1.52–3.76] (p < 0.001) for overweight versus lean and 4.10[2.31–7.27] (p < 0.001) for obesity versus lean.

Conclusions

BMI categories and glomerular hyperfiltration are positively associated, independently of other known CKD risk factors and dietary confounders, suggesting that glomerular hyperfiltration may represent an early renal phenotype in obesity. Our observations confirm the significant association of glomerular hyperfiltration with sodium and protein intakes and identify sodium intake as an important modifying factor of the association between hyperfiltration and obesity.

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

Similar content being viewed by others

References

  1. Finucane MM, Stevens GA, Cowan MJ, Danaei G, Lin JK, Paciorek CJ, Singh GM, Gutierrez HR, Lu Y, Bahalim AN, Farzadfar F, Riley LM, Ezzati M (2011) National, regional, and global trends in body-mass index since 1980: systematic analysis of health examination surveys and epidemiological studies with 960 country-years and 9.1 million participants. Lancet 377(9765):557–567

    Article  Google Scholar 

  2. World Health Organisation (WHO) (2011) Overweight and obesity, Factsheet N311. http://www.who.int/mediacentre/factsheets

  3. Pischon T, Boeing H, Hoffmann K, Bergmann M, Schulze MB, Overvad K, van der Schouw YT, Spencer E, Moons KG, Tjonneland A, Halkjaer J, Jensen MK, Stegger J, Clavel-Chapelon F, Boutron-Ruault MC, Chajes V, Linseisen J, Kaaks R, Trichopoulou A, Trichopoulos D, Bamia C, Sieri S, Palli D, Tumino R, Vineis P, Panico S, Peeters PH, May AM, Bueno-de-Mesquita HB, van Duijnhoven FJ, Hallmans G, Weinehall L, Manjer J, Hedblad B, Lund E, Agudo A, Arriola L, Barricarte A, Navarro C, Martinez C, Quiros JR, Key T, Bingham S, Khaw KT, Boffetta P, Jenab M, Ferrari P, Riboli E (2008) General and abdominal adiposity and risk of death in Europe. N Engl J Med 359(20):2105–2120

    Article  CAS  Google Scholar 

  4. Whitlock G, Lewington S, Sherliker P, Clarke R, Emberson J, Halsey J, Qizilbash N, Collins R, Peto R (2009) Body-mass index and cause-specific mortality in 900 000 adults: collaborative analyses of 57 prospective studies. Lancet 373(9669):1083–1096

    Article  Google Scholar 

  5. Murphy NF, MacIntyre K, Stewart S, Hart CL, Hole D, McMurray JJ (2006) Long-term cardiovascular consequences of obesity: 20-year follow-up of more than 15 000 middle-aged men and women (the Renfrew–Paisley study). Eur Heart J 27(1):96–106

    Article  CAS  Google Scholar 

  6. Yusuf S, Hawken S, Ounpuu S, Bautista L, Franzosi MG, Commerford P, Lang CC, Rumboldt Z, Onen CL, Lisheng L, Tanomsup S, Wangai P Jr, Razak F, Sharma AM, Anand SS (2005) Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case–control study. Lancet 366(9497):1640–1649

    Article  Google Scholar 

  7. Wang Y, Chen X, Song Y, Caballero B, Cheskin LJ (2008) Association between obesity and kidney disease: a systematic review and meta-analysis. Kidney Int 73(1):19–33. doi:10.1038/sj.ki.5002586

    Article  CAS  Google Scholar 

  8. Munkhaugen J, Lydersen S, Wideroe TE, Hallan S (2009) Prehypertension, obesity, and risk of kidney disease: 20-year follow-up of the HUNT I study in Norway. Am J Kidney Dis 54(4):638–646

    Article  Google Scholar 

  9. Griffin KA, Kramer H, Bidani AK (2008) Adverse renal consequences of obesity. Am J Physiol Ren Physiol 294(4):F685–F696. doi:10.1152/ajprenal.00324.2007

    Article  CAS  Google Scholar 

  10. Hsu CY, McCulloch CE, Iribarren C, Darbinian J, Go AS (2006) Body mass index and risk for end-stage renal disease. Ann Intern Med 144(1):21–28

    Article  Google Scholar 

  11. Gelber RP, Kurth T, Kausz AT, Manson JE, Buring JE, Levey AS, Gaziano JM (2005) Association between body mass index and CKD in apparently healthy men. Am J Kidney Dis 46(5):871–880. doi:10.1053/j.ajkd.2005.08.015

    Article  Google Scholar 

  12. Magee GM, Bilous RW, Cardwell CR, Hunter SJ, Kee F, Fogarty DG (2009) Is hyperfiltration associated with the future risk of developing diabetic nephropathy? A meta-analysis. Diabetologia 52(4):691–697. doi:10.1007/s00125-009-1268-0

    Article  CAS  Google Scholar 

  13. Mogensen CE (1990) Prediction of clinical diabetic nephropathy in IDDM patients. Alternatives to microalbuminuria? Diabetes 39(7):761–767

    Article  CAS  Google Scholar 

  14. Pruijm M, Wuerzner G, Maillard M, Bovet P, Renaud C, Bochud M, Burnier M (2010) Glomerular hyperfiltration and increased proximal sodium reabsorption in subjects with type 2 diabetes or impaired fasting glucose in a population of the African region. Nephrol Dial Transplant 25(7):2225–2231. doi:10.1093/ndt/gfq008

    Article  CAS  Google Scholar 

  15. Henegar JR, Bigler SA, Henegar LK, Tyagi SC, Hall JE (2001) Functional and structural changes in the kidney in the early stages of obesity. J Am Soc Nephrol 12(6):1211–1217

    CAS  Google Scholar 

  16. Wuerzner G, Pruijm M, Maillard M, Bovet P, Renaud C, Burnier M, Bochud M (2010) Marked association between obesity and glomerular hyperfiltration: a cross-sectional study in an African population. Am J Kidney Dis 56(2):303–312. doi:10.1053/j.ajkd.2010.03.017

    Article  Google Scholar 

  17. Park SK, Kang SK (1995) Renal function and hemodynamic study in obese Zucker rats. Korean J Intern Med 10(1):48–53

    Article  CAS  Google Scholar 

  18. Friedman AN (2004) High-protein diets: potential effects on the kidney in renal health and disease. Am J Kidney Dis 44(6):950–962. doi:10.1053/j.ajkd.2004.08.020

    Article  Google Scholar 

  19. Brandle E, Sieberth HG, Hautmann RE (1996) Effect of chronic dietary protein intake on the renal function in healthy subjects. Eur J Clin Nutr 50(11):734–740

    CAS  Google Scholar 

  20. Krikken JA, Lely AT, Bakker SJ, Navis G (2007) The effect of a shift in sodium intake on renal hemodynamics is determined by body mass index in healthy young men. Kidney Int 71(3):260–265. doi:10.1038/sj.ki.5002011

    Article  CAS  Google Scholar 

  21. Chagnac A, Herman M, Zingerman B, Erman A, Rozen-Zvi B, Hirsh J, Gafter U (2008) Obesity-induced glomerular hyperfiltration: its involvement in the pathogenesis of tubular sodium reabsorption. Nephrol Dial Transplant 23(12):3946–3952. doi:10.1093/ndt/gfn379

    Article  CAS  Google Scholar 

  22. Anastasio P, Spitali L, Frangiosa A, Molino D, Stellato D, Cirillo E, Pollastro RM, Capodicasa L, Sepe J, Federico P, Gaspare De Santo N (2000) Glomerular filtration rate in severely overweight normotensive humans. Am J Kidney Dis 35(6):1144–1148. doi:10.1016/S0272-6386(00)70052-7

    Article  CAS  Google Scholar 

  23. Chagnac A, Weinstein T, Herman M, Hirsh J, Gafter U, Ori Y (2003) The effects of weight loss on renal function in patients with severe obesity. J Am Soc Nephrol 14(6):1480–1486

    Article  Google Scholar 

  24. Navaneethan SD, Yehnert H, Moustarah F, Schreiber MJ, Schauer PR, Beddhu S (2009) Weight loss interventions in chronic kidney disease: a systematic review and meta-analysis. Clin J Am Soc Nephrol 4(10):1565–1574. doi:10.2215/CJN.02250409

    Article  Google Scholar 

  25. Bolignano D, Zoccali C (2013) Effects of weight loss on renal function in obese CKD patients: a systematic review. Nephrol Dial Transplant 28(Suppl 4):iv82–iv98. doi:10.1093/ndt/gft302

    Article  Google Scholar 

  26. Ogna A, Forni OV, Bochud M, Paccaud F, Gabutti L, Burnier M (2014) Prevalence of obesity and overweight and associated nutritional factors in a population-based Swiss sample: an opportunity to analyze the impact of three different European cultural roots. Eur J Nutr 53:1281–1290

    Article  Google Scholar 

  27. Grundy SM, Cleeman JI, Daniels SR, Donato KA, Eckel RH, Franklin BA, Gordon DJ, Krauss RM, Savage PJ, Smith SC Jr, Spertus JA, Costa F (2005) Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute scientific statement. Circulation 112(17):2735–2752

    Article  Google Scholar 

  28. Perrone RD, Madias NE, Levey AS (1992) Serum creatinine as an index of renal function: new insights into old concepts. Clin Chem 38(10):1933–1953

    CAS  Google Scholar 

  29. DuBois D, DuBois E (1916) A formula to estimate the approximative surface area if height and weight be known. Arch Intern Med 17:863–871

    Article  CAS  Google Scholar 

  30. Delanaye P, Radermecker RP, Rorive M, Depas G, Krzesinski JM (2005) Indexing glomerular filtration rate for body surface area in obese patients is misleading: concept and example. Nephrol Dial Transplant 20(10):2024–2028. doi:10.1093/ndt/gfh983

    Article  Google Scholar 

  31. Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, Kusek JW, Eggers P, Van Lente F, Greene T, Coresh J (2009) A new equation to estimate glomerular filtration rate. Ann Intern Med 150:604–612

    Article  Google Scholar 

  32. Cachat F, Combescure C, Cauderay M et al (2015) A systematic review of glomerular hyperfiltration assessment and definition in the medical literature. Clin J Am Soc Nephrol. doi:10.2215/CJN.03080314

    Google Scholar 

  33. KDIGO (2012) Clinical practice guideline for the evaluation and management of chronic kidney disease (2013). Kidney Int Suppl 3:1–150

    Google Scholar 

  34. Maroni BJ, Steinman TI, Mitch WE (1985) A method for estimating nitrogen intake of patients with chronic renal failure. Kidney Int 27(1):58–65

    Article  CAS  Google Scholar 

  35. Maeda I, Hayashi T, Sato KK, Koh H, Harita N, Nakamura Y, Endo G, Kambe H, Fukuda K (2011) Cigarette smoking and the association with glomerular hyperfiltration and proteinuria in healthy middle-aged men. Clin J Am Soc Nephrol 6(10):2462–2469. doi:10.2215/CJN.00700111

    Article  Google Scholar 

  36. Palatini P, Dorigatti F, Saladini F, Benetti E, Mos L, Mazzer A, Zanata G, Garavelli G, Casiglia E (2012) Factors associated with glomerular hyperfiltration in the early stage of hypertension. Am J Hypertens 25(9):1011–1016. doi:10.1038/ajh.2012.73

    Article  CAS  Google Scholar 

  37. Hall JE, Henegar JR, Dwyer TM, Liu J, Da Silva AA, Kuo JJ, Tallam L (2004) Is obesity a major cause of chronic kidney disease? Adv Ren Replace Ther 11(1):41–54. doi:10.1053/j.arrt.2003.10.007

    Article  Google Scholar 

  38. Hallan SI, Coresh J, Astor BC, Asberg A, Powe NR, Romundstad S, Hallan HA, Lydersen S, Holmen J (2006) International comparison of the relationship of chronic kidney disease prevalence and ESRD risk. J Am Soc Nephrol 17(8):2275–2284

    Article  Google Scholar 

  39. Hall ME, do Carmo JM, da Silva AA, Juncos LA, Wang Z, Hall JE (2014) Obesity, hypertension, and chronic kidney disease. Int J Nephrol Renovasc Dis 7:75–88. doi:10.2147/IJNRD.S39739ijnrd-7-075

    Article  Google Scholar 

  40. Sasson AN, Cherney DZ (2012) Renal hyperfiltration related to diabetes mellitus and obesity in human disease. World J Diabetes 3(1):1–6. doi:10.4239/wjd.v3.i1.1

    Article  Google Scholar 

  41. Sinkeler SJ, Visser FW, Krikken JA, Stegeman CA, Homan van der Heide JJ, Navis G (2011) Higher body mass index is associated with higher fractional creatinine excretion in healthy subjects. Nephrol Dial Transplant 26:3181–3188

    Article  CAS  Google Scholar 

  42. Wuerzner G, Bochud M, Giusti V, Burnier M (2011) Measurement of glomerular filtration rate in obese patients: pitfalls and potential consequences on drug therapy. Obes Facts 4(3):238–243. doi:10.1159/000329547

    Article  Google Scholar 

  43. National Institute of diabetes and digestive and kidney diseases. National kidney disease education program. http://www.nkdep.nih.gov

Download references

Acknowledgments

The study was funded mainly by the Swiss Federal Office of Public Health (Contracts number 09.004165/404.0101/-2 and 09.005791/414.0000/-74). A contribution by the Swiss Society of Hypertension had also been received. The Nephrology Division and the Institute of Social and Preventive Medicine of Lausanne University Hospital provided further logistic and analytical support. GWR is supported by grants from the SNF Ambizione PZ00P3_121656 and PZ00P3_13262.

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical standards

The Swiss Survey on Salt complied with the Declaration of Helsinki and was approved by the local Institutional Ethics Committees of each participating center. All participants gave written informed consent.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Adam Ogna.

Additional information

On behalf of the Swiss Survey on Salt Group.

Swiss Survey on Salt Group members are Conen D. (Basel), Hayoz D. (Fribourg), Péchère-Bertschi A. (Genève), Erne P. (Luzern), Binet I. (St-Gallen), Muggli F. (Ticino), Gallino A. (Ticino), Gabutti L. (Ticino) and Suter P.M. (Zürich).

Adam Ogna and Valentina Forni Ogna are joint first authors.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 122 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ogna, A., Forni Ogna, V., Bochud, M. et al. Association between obesity and glomerular hyperfiltration: the confounding effect of smoking and sodium and protein intakes. Eur J Nutr 55, 1089–1097 (2016). https://doi.org/10.1007/s00394-015-0923-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00394-015-0923-0

Keywords

Navigation