Skip to main content
Log in

Physical activity and its trajectory over time and clinical outcomes in hemodialysis patients

  • Nephrology - Original Paper
  • Published:
International Urology and Nephrology Aims and scope Submit manuscript

Abstract

Purpose

We examined whether physical activity measured at starting point and its trajectory over time were simultaneously associated with vital prognosis.

Methods

This retrospective cohort study included 295 ambulatory maintenance hemodialysis patients (mean age 63.9 years; 54.6% male). We measured physical activity at index date (starting point) and its change over 1 year as predictors, and all-cause death and cardiovascular events were assessed as the outcomes. Two groups each of high versus low physical activity at starting point (based on 4000 steps per day) and no decline versus decline (based on a predicted mean slope) were created. Cox proportional-hazards regression and Fine–Gray proportional sub-distribution hazards model were used to examine associations between physical activity and its trajectory and clinical outcomes.

Results

Decline in physical activity over 1 year was associated with a higher risk of all-cause death and cardiovascular events, irrespective of the physical activity at starting point. Furthermore, both lower physical activity at starting point and decrease in physical activity over time were independently associated with a higher risk of all-cause death and cardiovascular events in models in which each exposure was mutually adjusted. Compared to other groups that worsened in either exposure, the lowest risk for death/cardiovascular events was observed in the high at starting point/no decline over time group.

Conclusions

Both physical activity at starting point and its change over time were independently associated with vital prognosis. The assessment of both exposures provides additional prognostic information for the assessment of each exposure.

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.

Institutional subscriptions

Fig. 1
Fig. 2

Similar content being viewed by others

Data availability

The data underlying this article cannot be shared publicly due to the privacy of individuals that participated in the study. The data will be shared upon reasonable request to the corresponding author.

Code availability

The data will be shared upon reasonable request to the corresponding author.

References

  1. Zelle DM, Klaassen G, van Adrichem E, Bakker SJ, Corpeleijn E, Navis G (2017) Physical inactivity: a risk factor and target for intervention in renal care. Nat Rev Nephro 13(3):152–168. https://doi.org/10.1038/nrneph.2016.187

    Article  Google Scholar 

  2. Johansen KL, Kaysen GA, Dalrymple LS, Grimes BA, Glidden DV, Anand S, Chertow GM (2013) Association of physical activity with survival among ambulatory patients on dialysis: the comprehensive dialysis study. Clin J Am Soc Nephrol 8(2):248–253. https://doi.org/10.2215/cjn.08560812

    Article  PubMed  Google Scholar 

  3. O’Hare AM, Tawney K, Bacchetti P, Johansen KL (2003) Decreased survival among sedentary patients undergoing dialysis: results from the dialysis morbidity and mortality study wave 2. Am J Kidney Dis 41(2):447–454. https://doi.org/10.1053/ajkd.2003.50055

    Article  PubMed  Google Scholar 

  4. Matsuzawa R, Matsunaga A, Wang G, Kutsuna T, Ishii A, Abe Y, Takagi Y, Yoshida A, Takahira N (2012) Habitual physical activity measured by accelerometer and survival in maintenance hemodialysis patients. Clin J Am Soc Nephrol 7(12):2010–2016. https://doi.org/10.2215/cjn.03660412

    Article  PubMed  PubMed Central  Google Scholar 

  5. Matsuzawa R, Roshanravan B, Shimoda T, Mamorita N, Yoneki K, Harada M, Watanabe T, Yoshida A, Takeuchi Y, Matsunaga A (2018) Physical activity dose for hemodialysis patients: where to begin? Results from a prospective cohort study. J Ren Nutr 28(1):45–53. https://doi.org/10.1053/j.jrn.2017.07.004

    Article  PubMed  Google Scholar 

  6. Lopes AA, Lantz B, Morgenstern H, Wang M, Bieber BA, Gillespie BW, Li Y, Painter P, Jacobson SH, Rayner HC, Mapes DL, Vanholder RC, Hasegawa T, Robinson BM, Pisoni RL (2014) Associations of self-reported physical activity types and levels with quality of life, depression symptoms, and mortality in hemodialysis patients: the DOPPS. Clin J Am Soc Nephrol 9(10):1702–1712. https://doi.org/10.2215/cjn.12371213

    Article  PubMed  PubMed Central  Google Scholar 

  7. Tentori F, Elder SJ, Thumma J, Pisoni RL, Bommer J, Fissell RB, Fukuhara S, Jadoul M, Keen ML, Saran R, Ramirez SP, Robinson BM (2010) Physical exercise among participants in the Dialysis Outcomes and Practice Patterns Study (DOPPS): correlates and associated outcomes. Nephrol Dial Transplant 25(9):3050–3062. https://doi.org/10.1093/ndt/gfq138

    Article  PubMed  Google Scholar 

  8. K/DOQI Workgroup (2005) K/DOQI Clinical Practice Guidelines for Cardiovascular Disease in Dialysis Patients. Am J Kidney Dis 45: 16-153

  9. Johansen KL, Chertow GM, Ng AV, Mulligan K, Carey S, Schoenfeld PY, Kent-Braun JA (2000) Physical activity levels in patients on hemodialysis and healthy sedentary controls. Kidney Int 57(6):2564–2570. https://doi.org/10.1046/j.1523-1755.2000.00116.x

    Article  CAS  PubMed  Google Scholar 

  10. Yamamoto S, Matsuzawa R, Abe Y, Hoshi K, Yoneki K, Harada M, Watanabe T, Shimoda T, Suzuki Y, Matsunaga Y, Kamiya K, Yoshida A, Matsunaga A (2018) Utility of regular management of physical activity and physical function in hemodialysis patients. Kidney Blood Press Res 43(5):1505–1515. https://doi.org/10.1159/000494016

    Article  PubMed  Google Scholar 

  11. Schneider PL, Crouter SE, Lukajic O, Bassett DR Jr (2003) Accuracy and reliability of 10 pedometers for measuring steps over a 400-m walk. Med Sci Sports Exerc 35(10):1779–1784. https://doi.org/10.1249/01.mss.0000089342.96098.c4

    Article  PubMed  Google Scholar 

  12. Crouter SE, Schneider PL, Karabulut M, Bassett DR Jr (2003) Validity of 10 electronic pedometers for measuring steps, distance, and energy cost. Med Sci Sports Exerc 35(8):1455–1460. https://doi.org/10.1249/01.mss.0000078932.61440.a2

    Article  PubMed  Google Scholar 

  13. Piercy KL, Troiano RP, Ballard RM, Carlson SA, Fulton JE, Galuska DA, George SM, Olson RD (2018) The physical activity guidelines for Americans. JAMA 320(19):2020–2028. https://doi.org/10.1001/jama.2018.14854

    Article  PubMed  Google Scholar 

  14. Liu J, Huang Z, Gilbertson DT, Foley RN, Collins AJ (2010) An improved comorbidity index for outcome analyses among dialysis patients. Kidney Int 77(2):141–151. https://doi.org/10.1038/ki.2009.413

    Article  PubMed  Google Scholar 

  15. Suzuki Y, Matsuzawa R, Kamiya K, Hoshi K, Harada M, Watanabe T, Shimoda T, Yamamoto S, Matsunaga Y, Yoshida A, Matsunaga A (2020) Trajectory of lean body mass assessed using the modified creatinine index and mortality in hemodialysis patients. Am J Kidney Dis 75(2):195–203. https://doi.org/10.1053/j.ajkd.2019.05.034

    Article  CAS  PubMed  Google Scholar 

  16. White IR, Royston P, Wood AM (2011) Multiple imputation using chained equations: Issues and guidance for practice. Stat Med 30(4):377–399. https://doi.org/10.1002/sim.4067

    Article  PubMed  Google Scholar 

  17. Lee IM, Shiroma EJ, Kamada M, Bassett DR, Matthews CE, Buring JE (2019) Association of step volume and intensity with all-cause mortality in older women. JAMA Intern Med 179(8):1105–1112. https://doi.org/10.1001/jamainternmed.2019.0899

    Article  PubMed  PubMed Central  Google Scholar 

  18. Shimoda T, Matsuzawa R, Yoneki K, Harada M, Watanabe T, Matsumoto M, Yoshida A, Takeuchi Y, Matsunaga A (2017) Changes in physical activity and risk of all-cause mortality in patients on maintenance hemodialysis: a retrospective cohort study. BMC Nephrol 18(1):154. https://doi.org/10.1186/s12882-017-0569-7

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Johansen KL, Dalrymple LS, Delgado C, Chertow GM, Segal MR, Chiang J, Grimes B, Kaysen GA (2017) Factors associated with frailty and its trajectory among patients on hemodialysis. Clin J Am Soc Nephrol 12(7):1100–1108. https://doi.org/10.2215/cjn.12131116

    Article  PubMed  PubMed Central  Google Scholar 

  20. Chiang JM, Kaysen GA, Segal M, Chertow GM, Delgado C, Johansen KL (2019) Low testosterone is associated with frailty, muscle wasting and physical dysfunction among men receiving hemodialysis: a longitudinal analysis. Nephrol Dial Transplant 34(5):802–810. https://doi.org/10.1093/ndt/gfy252

    Article  CAS  PubMed  Google Scholar 

  21. Carrero JJ, Stenvinkel P, Cuppari L, Ikizler TA, Kalantar-Zadeh K, Kaysen G, Mitch WE, Price SR, Wanner C, Wang AY, ter Wee P, Franch HA (2013) Etiology of the protein-energy wasting syndrome in chronic kidney disease: a consensus statement from the International Society of Renal Nutrition and Metabolism (ISRNM). J Ren Nutr 23(2):77–90. https://doi.org/10.1053/j.jrn.2013.01.001

    Article  PubMed  Google Scholar 

  22. Farrington K, Covic A, Nistor I, Aucella F, Clyne N, De Vos L, Findlay A, Fouque D, Grodzicki T, Iyasere O, Jager KJ, Joosten H, Macias JF, Mooney A, Nagler E, Nitsch D, Taal M, Tattersall J, Stryckers M, van Asselt D, Van den Noortgate N, van der Veer S, van Biesen W (2017) Clinical Practice Guideline on management of older patients with chronic kidney disease stage 3b or higher (eGFR<45 mL/min/1.73 m2): a summary document from the European Renal Best Practice Group. Nephrol Dial Transplant 32(1): 9–16. https://doi.org/10.1093/ndt/gfw411

  23. Kidney Disease: Improving Global Outcomes (KDIGO) Work Group (2013) Chapter 3: Management of progression and complications of CKD. Kidney Int Suppl 3(1): 73–90. https://doi.org/10.1038/kisup.2012.66

Download references

Funding

This work was supported by the Japan Society for the Promotion of Science KAKENHI [Grant number: 26350631] with no restriction on publication.

Author information

Authors and Affiliations

Authors

Contributions

YS, RM, KH, and AM designed the study. YS, RM, MH, SY, KI, KK, and AM collected the data. YS, RM, KH, YK, and AM analyzed the data. YS, RM, KH, YK, and AM wrote the manuscript. All authors revised the manuscript.

Corresponding author

Correspondence to Atsuhiko Matsunaga.

Ethics declarations

Conflict of interest

The authors have no relevant financial or non-financial interests to disclose.

Ethics approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. The study was approved by the Institutional Review Board/Ethics Committee of the Kitasato University Allied Health Sciences.

Consent to participate

Informed consent was obtained from all individual participants included in the study.

Consent for publication

Not applicable.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (PDF 2397 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Suzuki, Y., Matsuzawa, R., Hoshi, K. et al. Physical activity and its trajectory over time and clinical outcomes in hemodialysis patients. Int Urol Nephrol 54, 2065–2074 (2022). https://doi.org/10.1007/s11255-021-03098-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11255-021-03098-w

Keywords

Navigation