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Porter G, Sakowitz S, Mallick S, Vadlakonda A, Curry J, Ali K, Balian J, Benharash P. Association of Frailty With Clinical and Financial Outcomes Following Liver Transplantation. Clin Transplant 2024; 38:e15438. [PMID: 39189807 DOI: 10.1111/ctr.15438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 07/15/2024] [Accepted: 08/11/2024] [Indexed: 08/28/2024]
Abstract
INTRODUCTION Frailty, a measure of physiological aging and reserve, has been validated as a prognostic indicator of mortality in patients with cirrhosis. However, large-scale analyses of the independent association of frailty with clinical and financial outcomes following liver transplantation (LT) are lacking. METHODS Adults (≥18 years) undergoing LT were identified in the 2016-2020 National Readmissions Database. Frailty was defined using the binary Johns Hopkins Adjusted Clinical Groups frailty indicator. Multivariable linear and logistic regression models were developed to evaluate the independent association of frailty with in-hospital mortality, perioperative complications, and costs. RESULTS Of an estimated 34 442 patients undergoing LT, 8265 (24%) were frail. After adjustment, frailty was associated with greater odds of mortality (adjusted odds ratio [AOR] 1.80; 95% Confidence Interval [CI]: 1.49-1.18), postoperative length of stay (β + 11 days; 95% CI: +10, +12), and hospitalization costs (+$86 880; 95% CI: +75 660, +98 100), as well as a two-fold increase in relative risk of nonhome discharge (AOR 2.17, 95% CI: 1.90-2.49). CONCLUSIONS Frailty is associated with an increased risk of in-hospital mortality, complications, and resource utilization among LT recipients. As the proportion of frail LT patients continues to rise, our findings underscore the need for novel risk-stratification and individualized care protocols for such vulnerable patients.
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Affiliation(s)
- Giselle Porter
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Jeffrey Balian
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, California, USA
- Department of Surgery, University of California, Los Angeles, California, USA
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McKechnie T, Jessani G, Bakir N, Lee Y, Sne N, Doumouras A, Hong D, Eskicioglu C. Evaluating frailty using the modified frailty index for colonic diverticular disease surgery: analysis of the national inpatient sample 2015-2019. Surg Endosc 2024; 38:4031-4041. [PMID: 38874611 DOI: 10.1007/s00464-024-10965-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 05/26/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND Frailty has been associated with increased postoperative mortality and morbidity; however, the use of the modified frailty index (mFI-11) to assess patients undergoing surgery for diverticular disease has not been widely assessed. This paper aims to examine frailty, evaluated by mFI-11, to assess postoperative morbidity and mortality among patients undergoing operative intervention for colonic diverticular disease. METHODS We used data from the Healthcare Cost and Utilization Project National Inpatient Sample (October 1, 2015-December 31, 2019). ICD-10-CM codes were utilized to identify a cohort of adult patients with a primary admission diagnosis of diverticulitis. mFI-11 items were adapted to correspond with ICD-10-CM codes. Patients were stratified into robust (mFI < 0.27) and frail (mFI ≥ 0.27) groups. Primary outcomes were in-hospital postoperative morbidity and mortality. Secondary outcomes included system-specific postoperative complications, length of stay (LOS), total admission cost, and discharge disposition. Multivariable regression models were fit. RESULTS Of the 26,826 patients, there were 24,194 patients with mFI-11 < 0.27 (i.e., robust) and 2,632 patients with mFI-11 ≥ 0.27 (i.e., frail). Adjusted analysis showed significant increases in postoperative mortality (aOR 2.16, 95% CI 1.38-3.38, p = 0.001) and overall postoperative morbidity (aOR 1.84, 95% CI 1.65-2.06, p < 0.001). LOS was higher in the frail group (MD 1.78 days, 95% CI 1.46-2.11, p < 0.001) as well as total cost (MD $25,495.19, 95% CI $19,851.63-$31,138.75, p < 0.001). CONCLUSION In the elective setting, a high mFI-11 (i.e., presence of the variables comprising the index) could alert clinicians to the possibility of implementing preoperative optimization strategies. In the emergent setting, a high mFI-11 may help guide prognostication for these vulnerable patients.
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Affiliation(s)
- Tyler McKechnie
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
| | - Ghazal Jessani
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
| | - Noor Bakir
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Yung Lee
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Niv Sne
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
| | - Aristithes Doumouras
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Dennis Hong
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
| | - Cagla Eskicioglu
- Division of General Surgery, Department of Surgery, McMaster University, Hamilton, ON, Canada.
- Michael G. DeGroote School of Medicine, McMaster University, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada.
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Tasaka S, Kohada Y, Ikeda M, Kanaoka R, Hayashi M, Hinata N. Utility of the modified 5-item frailty index as a predictor of postoperative febrile urinary tract infection in patients who underwent ureteroscopy with laser lithotripsy. World J Urol 2024; 42:323. [PMID: 38748255 PMCID: PMC11096205 DOI: 10.1007/s00345-024-05016-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 04/22/2024] [Indexed: 05/18/2024] Open
Abstract
PURPOSE This study aimed to assess the effect of the modified 5-item frailty index on perioperative complications and surgical outcomes in patients who underwent ureteroscopy with laser lithotripsy for upper urinary tract stones. METHODS Patients who underwent ureteroscopy with laser lithotripsy for upper urinary tract stones between 2019 and 2022 were reviewed retrospectively. Assessment was performed using the modified 5-item frailty index based on medical history (hypertension, diabetes, heart failure, chronic obstructive pulmonary disease) and functional status. Patients were categorized into the high (≥ 2) and low (≤ 1) modified 5-item frailty index groups based on the frailty score. We compared the perioperative complications and surgical outcomes between the two groups. RESULTS Seventy-one (15.8%) and 393 (84.1%) of the 467 patients were classified into the high and low modified 5-item frailty index groups, respectively. The high modified 5-item frailty index group exhibited a significant association with increased febrile urinary tract infections compared to the low modified 5-item frailty index group [≥ 37.8 °C: 15 (20.3%) vs 13 (3.3%), p < 0.001; ≥ 38 °C: 9 (12.2%) vs 7 (1.8%), p < 0.001]. Surgical outcomes, including operative time and stone-free rate, did not differ significantly between the two groups. CONCLUSION The modified 5-item frailty index is valuable for predicting postoperative complications, particularly febrile urinary tract infections, after ureteroscopy with laser lithotripsy for upper urinary tract stones. This index allows for practical preoperative risk assessment in patients who underwent ureteroscopy with laser lithotripsy.
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Affiliation(s)
- Shinsaku Tasaka
- Department of Urology, Takanobashi Central Hospital, Hiroshima, Japan
- Department of Urology, Hiroshima University Graduate School of Biomedical Sciences, 1-2-3 Kasumi, Minamiku, Hiroshima, 734-8551, Japan
| | - Yuki Kohada
- Department of Urology, Hiroshima University Graduate School of Biomedical Sciences, 1-2-3 Kasumi, Minamiku, Hiroshima, 734-8551, Japan.
| | - Mikio Ikeda
- Department of Urology, Takanobashi Central Hospital, Hiroshima, Japan
| | - Ryuhei Kanaoka
- Department of Urology, Takanobashi Central Hospital, Hiroshima, Japan
| | - Mutsuo Hayashi
- Department of Urology, Takanobashi Central Hospital, Hiroshima, Japan
| | - Nobuyuki Hinata
- Department of Urology, Hiroshima University Graduate School of Biomedical Sciences, 1-2-3 Kasumi, Minamiku, Hiroshima, 734-8551, Japan
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Mallick S, Sakowitz S, Bakhtiyar SS, Chervu N, Valenzuela A, Kim S, Benharash P. Administrative coding of frailty: Its association with clinical outcomes and resource use in kidney transplantation. Clin Transplant 2024; 38:e15200. [PMID: 38041448 DOI: 10.1111/ctr.15200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 11/07/2023] [Accepted: 11/14/2023] [Indexed: 12/03/2023]
Abstract
INTRODUCTION Although not formalized into current risk assessment models, frailty has been associated with negative postoperative outcomes in many specialties. However, national analyses of the association between frailty and post-transplant outcomes following kidney transplantation (KT) are lacking. METHODS This was a retrospective cohort study of adults undergoing KT from 2016 to 2020 in the Nationwide Readmissions Databases. Frailty was defined using the Johns Hopkins Adjusted Clinical Groups frailty indicator. RESULTS Of an estimated 95 765 patients undergoing KT during the study period, 4918 (5.1%) were frail. After risk adjustment, frail patients were associated with significantly higher odds of in-hospital mortality (AOR 2.17, 95% CI: 1.33-3.57) compared to their non-frail counterparts. Our findings indicate that frail patients had an average increase in postoperative hospital stay of 1.44 days, a $2300 increase in hospitalization costs, as well as higher odds of developing a major perioperative complication as compared to their non-frail counterparts. Frailty was also associated with greater adjusted risk of non-home discharge. CONCLUSIONS Frailty, as identified by administrative coding, is independently associated with worse surgical outcomes, including increased mortality and resource use, in adults undergoing KT. Given the already limited donor organ pool, novel efforts are needed to ensure adequate optimization and timely post-transplantation care of the growing frail cohort undergoing KT.
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Affiliation(s)
- Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | | | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Alberto Valenzuela
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
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Strate LL, Peery AF. Tips for the Medical Management of Diverticulitis. Am J Gastroenterol 2023; 118:585-589. [PMID: 36434810 PMCID: PMC10065882 DOI: 10.14309/ajg.0000000000002073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 10/12/2022] [Indexed: 11/27/2022]
Affiliation(s)
| | - Anne F Peery
- University of North Carolina, Chapel Hill, North Carolina, USA
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Elgar G, Smiley P, Smiley A, Feingold C, Latifi R. Age Increases the Risk of Mortality by Four-Fold in Patients with Emergent Paralytic Ileus: Hospital Length of Stay, Sex, Frailty, and Time to Operation as Other Risk Factors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19169905. [PMID: 36011537 PMCID: PMC9408669 DOI: 10.3390/ijerph19169905] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 07/26/2022] [Accepted: 08/03/2022] [Indexed: 05/20/2023]
Abstract
Background: In the United States, ileus accounts for USD 750 million of healthcare expenditures annually and significantly contributes to morbidity and mortality. Despite its significance, the complete picture of mortality risk factors for these patients have yet to be fully elucidated; therefore, the aim of this study is to identify mortality risk factors in patients emergently admitted with paralytic ileus. Methods: Adult and elderly patients emergently admitted with paralytic ileus between 2005−2014 were investigated using the National Inpatient Sample Database. Clinical outcomes, therapeutic management, demographics and comorbidities were collected. Associations between mortality and all other variables were established via univariable and multivariable logistic regression models. Results: A total of 81,674 patients were included, of which 45.2% were adults, 54.8% elderly patients, 45.8% male and 54.2% female. The average adult and elderly ages were 48.3 and 78.8 years, respectively. Elderly patients displayed a significantly (p < 0.01) higher mortality rate (3.0%) than adults (0.7%). The final multivariable logistic regression model showed that for every one-day delay in operation, the odds of mortality for adult and elderly patients increased by 4.1% (p = 0.002) and 3.2% (p = 0.014), respectively. Every additional year of age corresponded to 3.8% and 2.6% increases in mortality for operatively managed adult (p = 0.026) and elderly (p = 0.015) patients. Similarly, non-operatively treated adult and elderly patients displayed associations between mortality and advanced age (p = 0.001). The modified frailty index exhibited associations with mortality in operatively treated adults, conservatively managed adults and conservatively managed elderly patients (p = 0.001). Every additional day of hospitalization increased the odds of mortality in non-operative adult and elderly patients by 7.6% and 5.8%, respectively. Female sex correlated to lower mortality rates in non-operatively managed adult patients (odds ratio = 0.71, p = 0.028). Undergoing invasive diagnostic procedures in non-operatively managed elderly patients related to reduced mortality (odds ratio = 0.78, p = 0.026). Conclusions: Patients emergently admitted for paralytic ileus with increased hospital length of stay, longer time to operation, advanced age or higher modified frailty index displayed higher mortality rates. Female sex and invasive diagnostic procedures were negatively correlated with death in nonoperatively managed patients with paralytic ileus.
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Affiliation(s)
- Guy Elgar
- Westchester Medical Center, School of Medicine, New York Medical College, Valhalla, NY 10595, USA
| | - Parsa Smiley
- School of Engineering, University of Massachusetts at Amherst, Amherst, MA 01003, USA
| | - Abbas Smiley
- Westchester Medical Center, School of Medicine, New York Medical College, Valhalla, NY 10595, USA
- Correspondence: (A.S.); (R.L.)
| | - Cailan Feingold
- Westchester Medical Center, School of Medicine, New York Medical College, Valhalla, NY 10595, USA
| | - Rifat Latifi
- Minister of Health, 10000 Pristina, Kosovo
- School of Medicine, University of Arizona, Tucson, AZ 85721, USA
- Correspondence: (A.S.); (R.L.)
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