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Frailty Is Independently Associated with Higher Mortality and Readmissions in Patients with Acute Biliary Pancreatitis: A Nationwide Inpatient Study

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Abstract

Background

Acute pancreatitis is the most common gastrointestinal cause of hospital admissions in the United States of which biliary or gallstone disease is the most common inciting factor.

Aim

Estimate the effects of frailty on burden, costs, and causes for hospitalization in patients with acute biliary pancreatitis.

Methods

We analysed the Nationwide Readmission Database from 2016 to 2019 for patients with acute biliary pancreatitis. Patients were categorized into two groups, frail and non-frail, based on the Hospital Frailty Risk Score. Logistic and Cox regression were used to predict the impact of frailty on 30-day readmission, length of stay, mortality, and costs.

Results

162,202 index hospitalizations with acute biliary pancreatitis without cholangitis were identified, of whom 59.2% (n = 96,045) were female and 22.49% (n = 36,475) were classified as frail. Readmissions within 30 days were higher among frail patients (12.58% vs 7.09%, P < 0.001) compared to non-frail patients, respectively. Regression modeling showed that frail patients had higher odds of readmission (OR 1.32; 95% CI 1.24–1.42, P < 0.001), longer lengths of stay (8.18 days vs 4.11 days), and higher average costs of hospitalization ($21,511 vs $12,261) compared to non-frail patients, respectively. Cox regression showed that frail patients had a higher risk of mortality (HR 5.43; 95% Cl 4.06–7.29, P < 0.001) compared to non-frail patients, respectively.

Conclusions

Frailty is independently associated with higher mortality and burden of healthcare utilization in patients with acute biliary pancreatitis. We suggest using the Hospital Frailty Risk Score as part of the treatment algorithm in patients with acute biliary pancreatitis.

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References

  1. Cho SK, Huh JH, Yoo JS et al. HOMA-estimated insulin resistance as an independent prognostic factor in patients with acute pancreatitis. Sci Rep. 2019;9:14894.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Crockett SD, Wani S, Gardner TB et al. American gastroenterological association institute guideline on initial management of acute pancreatitis. Gastroenterology. 2018;154:1096–1101.

    Article  PubMed  Google Scholar 

  3. Yang AL, McNabb-Baltar J. Hypertriglyceridemia and acute pancreatitis. Pancreatology. 2020;20:795–800.

    Article  CAS  PubMed  Google Scholar 

  4. Petrov MS, Yadav D. Global epidemiology and holistic prevention of pancreatitis. Nat Rev Gastroenterol Hepatol. 2019;16:175–184.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Cho JH, Kim TN, Kim SB. Comparison of clinical course and outcome of acute pancreatitis according to the two main etiologies: Alcohol and gallstone. BMC Gastroenterol. 2015;15:87.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Forsmark CE, Vege SS, Wilcox CM. Acute pancreatitis. N Engl J Med. 2016;375:1972–1981.

    Article  CAS  PubMed  Google Scholar 

  7. Marta K, Lazarescu AM, Farkas N, Mátrai P, Cazacu I, Ottoffy M, Habon T, Erőss B, Vincze A, Veres G, Czako L. Aging and comorbidities in acute pancreatitis I: a meta-analysis and systematic review based on 194,702 patients. Frontiers in physiology. 2019;10:328.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Garg SK, Sarvepalli S, Campbell JP, Obaitan I, Singh D, Bazerbachi F, Singh R, Sanaka MR. Incidence, admission rates, and predictors, and economic burden of adult emergency visits for acute pancreatitis. Journal of clinical gastroenterology. 2019;53(3):220–225.

    Article  PubMed  Google Scholar 

  9. Gilbert T, Neuburger J, Kraindler J et al. Development and validation of a Hospital Frailty Risk Score focusing on older people in acute care settings using electronic hospital records: An observational study. Lancet 2018;391:1775–1782.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Wleklik M, Uchmanowicz I, Jankowska EA et al. Multidimensional approach to frailty. Front Psychol 2020;11:564.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Bagshaw SM, Stelfox HT, McDermid RC et al. Association between frailty and short- and long-term outcomes among critically ill patients: A multicenter prospective cohort study. CMAJ 2014;186:95–102.

    Article  Google Scholar 

  12. Chen X, Mao G, Leng SX. Frailty syndrome: An overview. Clin Interv Aging 2014;9:433–441.

    PubMed  PubMed Central  Google Scholar 

  13. Walston J, Buta B, Xue QL. Frailty Screening and Interventions: Considerations for Clinical Practice. Clin Geriatr Med 2018;34:25–38.

    Article  PubMed  PubMed Central  Google Scholar 

  14. HCUP Nationwide Readmissions Database (NRD). Healthcare Cost and Utilization Project (HCUP). 2019. Agency for Healthcare Research and Quality, Rockville, MD. https://www.hcup-us.ahrq.gov/nrdoverview.jsp.

  15. Moore BJ, White S, Washington R, Coenen N, Elixhauser A. Identifying increased risk of readmission and in-hospital mortality using hospital administrative data: The AHRQ Elixhauser Comorbidity index. Med Care 2017;55:698–705.

    Article  PubMed  Google Scholar 

  16. Quan H, Sundararajan V, Halfon P et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care 2005;43:1130–1139.

    Article  PubMed  Google Scholar 

  17. van Walraven C, Austin PC, Jennings A, Quan H, Forster AJ. A modification of the Elixhauser comorbidity measures into a point system for hospital death using administrative data. Med Care 2009;47:626–633.

    Article  PubMed  Google Scholar 

  18. Malik AH, Yandrapalli S, Zaid S et al. Impact of Frailty on Mortality, Readmissions, and Resource Utilization After TAVI. Am J Cardiol 2020;127:120–127.

    Article  PubMed  Google Scholar 

  19. Li C. Little’s test of missing completely at random. Stata J 2013;13:795–809.

    Article  Google Scholar 

  20. Royston P. Multiple imputation of missing values. Stata J 2004;4:227–241.

    Article  Google Scholar 

  21. Clegg A, Bates C, Young J et al. Development and validation of an electronic frailty index using routine primary care electronic health record data. Age ageing 2016;45:353–360.

    Article  PubMed  PubMed Central  Google Scholar 

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Authors

Contributions

DR conceived and designed the study. JH, AA collected data. DR and JH conducted data analysis. DR drafted the manuscript. JM and DGA revised the manuscript for intellectual content. All authors approved the final version of the manuscript.

Corresponding author

Correspondence to Douglas G. Adler.

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Conflict of interest

Dr. Douglas G. Adler is a consultant for Boston Scientific and Micro Tech. All other authors have no relevant conflict of interests.

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Ramai, D., Heaton, J., Abomhya, A. et al. Frailty Is Independently Associated with Higher Mortality and Readmissions in Patients with Acute Biliary Pancreatitis: A Nationwide Inpatient Study. Dig Dis Sci 68, 2196–2203 (2023). https://doi.org/10.1007/s10620-023-07830-7

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