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Impact of frailty on clinical outcomes and resource utilization of hospitalizations for renal stone surgery

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A Letter to the Editor to this article was published on 18 May 2024

Abstract

Purpose

Frailty is reportedly associated with poorer outcomes among surgical patients. Using a coding-based frailty tool, we investigated the impact of frailty on clinical outcomes and resource utilization for urolithiasis hospitalizations.

Methods

A cohort study using the 2018 National Inpatient Sample database. All adult elective hospitalizations for urolithiasis were included in the study. The study population was categorized into FRAIL and non-frail (nFRAIL) cohorts using the Johns Hopkins Adjusted Clinical Groups frailty clusters. The association between frailty and clinical and financial outcomes was evaluated using multivariate regression models.

Results

About 1028 (14.9%) out of 6900 total hospitalizations were frail. Frailty was not associated with a significant increase in the odds of in-hospital mortality (adjusted odds ratio (aOR) 1.73, 95% CI 0.15–20.02) or length of hospital stay, but was associated with a lower chance of surgery within 24 h of admission (aOR 0.65, 95% CI 0.48–0.90, P = 0.008). A higher Charlson index was independently associated with an over 100% increase in the odds of in-hospital mortality (aOR 2.091, 95% CI 1.53–2.86, P < 0.001). Frail patients paid $15,993 higher in total hospital costs and had a higher likelihood of non-home discharges (aOR 4.29, 95% CI 2.74–6.71, P < 0.001) and peri-operative complications (aOR 1.77, 95% CI 1.14–2.73, P = 0.01).

Conclusion

Frailty was correlated with unfavorable outcomes, except mortality and prolonged hospital stay. Incorporating frailty evaluation into risk models has the potential to enhance patient selection and preparation for urolithiasis intervention.

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Data availability

In compliance with the copyright restrictions set by the AHRQ pertaining to the distribution of HCUP databases, the database utilized in this research will not be made publicly available by the authors. However, all NIS datasets are publicly available through the authorized HCUP central distributor upon request at https://hcup-us.ahrq.gov/tech_assist/centdist.jsp.

References

  1. Johnson CM, Wilson DM, O’Fallon WM, Malek RS, Kurland LT (1979) Renal stone epidemiology: a 25-year study in Rochester, Minnesota. Kidney Int 16(5):624–631. https://doi.org/10.1038/ki.1979.173

    Article  CAS  PubMed  Google Scholar 

  2. Stamatelou KK, Francis ME, Jones CA, Nyberg LM, Curhan GC (2003) Time trends in reported prevalence of kidney stones in the United States: 1976–1994. Kidney Int 63(5):1817–1823. https://doi.org/10.1046/j.1523-1755.2003.00917.x

    Article  PubMed  Google Scholar 

  3. Whitehurst L, Jones P, Somani BK (2019) Mortality from kidney stone disease (KSD) as reported in the literature over the last two decades: a systematic review. World J Urol 37(5):759–776. https://doi.org/10.1007/s00345-018-2424-2

    Article  PubMed  Google Scholar 

  4. Miller NL, Lingeman JE (2007) Management of kidney stones. BMJ 334(7591):468–472. https://doi.org/10.1136/bmj.39113.480185.80

    Article  PubMed  PubMed Central  Google Scholar 

  5. Vermillion SA, Hsu FC, Dorrell RD, Shen P, Clark CJ (2017) Modified frailty index predicts postoperative outcomes in older gastrointestinal cancer patients. J Surg Oncol 115(8):997–1003. https://doi.org/10.1002/jso.24617

    Article  PubMed  PubMed Central  Google Scholar 

  6. Chao CT, Wang J, Huang JW, Hung KY, Chien KL (2020) Frailty predicts a higher risk of incident urolithiasis in 525,368 patients with diabetes mellitus: a population-based study. BMJ Open Diabetes Res Care 8(1):e000755. https://doi.org/10.1136/bmjdrc-2019-000755

    Article  PubMed  PubMed Central  Google Scholar 

  7. Healthcare Cost and Utilization Project (2008) NIS database documentation. https://www.hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2018.jsp. Accessed 26 Jan 2023

  8. Kaiser Family Foundation Medicare Advantage (2022) Medicare advantage in 2022: Enrolment update and key trends. www.kff.org/medicare/fact-sheet/medicare-advantage/ exit disclaimer. Accessed 26 Jan 2023

  9. Healthcare Cost & Utilization Project (2022) Methods series. https://www.hcup-us.ahrq.gov/reports/methods/methods.jsp. Accessed 26 Jan 2023

  10. Park MG, Haro G, Mabeza RM et al (2022) Association of frailty with clinical and financial outcomes of esophagectomy hospitalizations in the United States. Surg Open Sci 9:80–85. https://doi.org/10.1016/j.sopen.2022.05.003

    Article  PubMed  PubMed Central  Google Scholar 

  11. The Johns Hopkins University, The Johns Hopkins Hospital, and Johns Hopkins Health System (2022) Frailty assessment calculator. https://www.johnshopkinssolutions.com/solution/frailty. Accessed 26 Jan 2022

  12. Pylväläinen J, Talala K, Murtola T et al (2019) Charlson comorbidity index based on hospital episode statistics performs adequately in predicting mortality, but its discriminative ability diminishes over time. Clin Epidemiol 11:923–932. https://doi.org/10.2147/CLEP.S218697

    Article  PubMed  PubMed Central  Google Scholar 

  13. Daniel N, Minot N (1996) An introduction to statistics and data analysis using Stata®. SAGE Publications Inc. https://www.pdfdrive.com/an-introduction-to-statistics-and-data-analysis-using-stata-from-research-design-to-final-report-e191513302.html. Accessed 26 Jan 2023

  14. Dobaria V, Hadaya J, Sanaiha Y, Aguayo E, Sareh S, Benharash P (2021) The pragmatic impact of frailty on outcomes of coronary artery bypass grafting. Ann Thorac Surg 112(1):108–115. https://doi.org/10.1016/j.athoracsur.2020.08.028

    Article  PubMed  Google Scholar 

  15. Hadaya J, Sanaiha Y, Juillard C, Benharash P (2021) Impact of frailty on clinical outcomes and resource use following emergency general surgery in the United States. PLoS ONE 16(7):e0255122. https://doi.org/10.1371/journal.pone.0255122

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Roche JJ, Wenn RT, Sahota O, Moran CG (2005) Effect of comorbidities and postoperative complications on mortality after hip fracture in elderly people: prospective observational cohort study. BMJ 331(7529):1374. https://doi.org/10.1136/bmj.38643.663843.55

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Nielsen PR, Andreasen J, Asmussen M, Tønnesen H (2008) Costs and quality of life for prehabilitation and early rehabilitation after surgery of the lumbar spine. BMC Health Serv Res 8:209. https://doi.org/10.1186/1472-6963-8-209

    Article  PubMed  PubMed Central  Google Scholar 

  18. Rombey T, Eckhardt H, Quentin W (2019) Cost-effectiveness of prehabilitation prior to elective surgery compared to usual preoperative care: protocol for a systematic review of economic evaluations. BMJ Open 10:e040262. https://doi.org/10.1136/bmjopen-2020-04026

    Article  Google Scholar 

  19. Durrand J, Singh SJ, Danjoux G (2019) Prehabilitation. Clin Med (Lond) 19(6):458–464. https://doi.org/10.7861/clinmed.2019-0257

    Article  PubMed  Google Scholar 

  20. Karunungan KL, Hadaya J, Tran Z et al (2021) Frailty is independently associated with worse outcomes after elective anatomic lung resection. Ann Thorac Surg 112(5):1639–1646. https://doi.org/10.1016/j.athoracsur.2020.11.004

    Article  PubMed  Google Scholar 

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Funding

No funding was received to assist with the preparation of this manuscript.

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Authors and Affiliations

Authors

Contributions

All authors contributed to the study’s conception and design. Material preparation, data collection, and analysis were performed by FU, VO, FM, and OA. FU, VO, NC and CI performed project development. The first draft of the manuscript was written by NC, CI, LE, OO, MB, and BA, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Fidelis Uwumiro.

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Conflict of interest

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

Ethical approval for retrospective studies

This study complies with the ethical standards set by the US government through the Agency for Healthcare Research and Quality (AHRQ) which manages and regulates the use of the NIS.

Informed consent

This was a retrospective study based on the Nationwide Inpatient Sample (NIS). The NIS is devoid of both patient and hospital-level identifiers which makes obtaining informed consent impossible. Nonetheless, this study conforms to the standards prescribed by the Agency for Healthcare Research and Quality which manages and regulates the use of the NIS.

Research involving human participants, their data, or biological materials

This research did not involve any human subjects, and no biological material was collected at any stage of the study.

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Uwumiro, F., Okpujie, V., Madu, F. et al. Impact of frailty on clinical outcomes and resource utilization of hospitalizations for renal stone surgery. World J Urol 41, 2519–2526 (2023). https://doi.org/10.1007/s00345-023-04511-y

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  • DOI: https://doi.org/10.1007/s00345-023-04511-y

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