Literature DB >> 27893030

Development and Initial Validation of the Risk Analysis Index for Measuring Frailty in Surgical Populations.

Daniel E Hall1, Shipra Arya2, Kendra K Schmid3, Casey Blaser3, Mark A Carlson4, Travis L Bailey5, Georgia Purviance6, Tammy Bockman6, Thomas G Lynch7, Jason Johanning4.   

Abstract

Importance: Growing consensus suggests that frailty-associated risks should inform shared surgical decision making. However, it is not clear how best to screen for frailty in preoperative surgical populations. Objective: To develop and validate the Risk Analysis Index (RAI), a 14-item instrument used to measure surgical frailty. It can be calculated prospectively (RAI-C), using a clinical questionnaire, or retrospectively (RAI-A), using variables from the surgical quality improvement databases (Veterans Affairs or American College of Surgeons National Surgical Quality Improvement Projects). Design, Setting, and Participants: Single-site, prospective cohort from July 2011 to September 2015 at the Veterans Affairs Nebraska-Western Iowa Heath Care System, a Level 1b Veterans Affairs Medical Center. The study included all patients presenting to the medical center for elective surgery. Exposures: We assessed the RAI-C for all patients scheduled for surgery, linking these scores to administrative and quality improvement data to calculate the RAI-A and the modified Frailty Index. Main Outcomes and Measures: Receiver operator characteristics and C statistics for each measure predicting postoperative mortality and morbidity.
Results: Of the participants, the mean (SD) age was 60.7 (13.9) years and 249 participants (3.6%) were women. We assessed the RAI-C 10 698 times, from which we linked 6856 unique patients to mortality data. The C statistic predicting 180-day mortality for the RAI-C was 0.772. Of these 6856 unique patients, we linked 2785 to local Veterans Affairs Surgeons National Surgical Quality Improvement Projects data and calculated the C statistic for both the RAI-A (0.823) and RAI-C (0.824), along with the correlation between the 2 scores (r = 0.478; P < .001). Of these 2785 patients, there were sufficient data to calculate the modified Frailty Index for 1021, in which the C statistics were 0.865 (RAI-A), 0.797 (RAI-C), and 0.811 (modified Frailty Index). The correlation between the RAI-A and RAI-C was 0.547, and the correlations of the modified Frailty Index to the RAI-A and RAI-C were 0.301 and 0.269, respectively (all P < .001). A cutoff of RAI-C of at least 21 classified 18.3% patients as "frail" with a sensitivity of 0.50 and specificity of 0.82, whereas the RAI-A was less sensitive (0.25) and more specific (0.97), classifying only 3.7% as "frail." Conclusions and Relevance: The RAI-C and RAI-A represent effective tools for measuring frailty in surgical populations with predictive ability on par with other frailty tools. Moderate correlation between the measures suggests convergent validity. The RAI-C offers the advantage of prospective, preoperative assessment that is proved feasible for large-scale screening in clinical practice. However, further efforts should be directed at determining the optimal components of preoperative frailty assessment.

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Year:  2017        PMID: 27893030      PMCID: PMC7140150          DOI: 10.1001/jamasurg.2016.4202

Source DB:  PubMed          Journal:  JAMA Surg        ISSN: 2168-6254            Impact factor:   14.766


  24 in total

Review 1.  Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care.

Authors:  Linda P Fried; Luigi Ferrucci; Jonathan Darer; Jeff D Williamson; Gerard Anderson
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2004-03       Impact factor: 6.053

Review 2.  The identification of frailty: a systematic literature review.

Authors:  Shelley A Sternberg; Andrea Wershof Schwartz; Sathya Karunananthan; Howard Bergman; A Mark Clarfield
Journal:  J Am Geriatr Soc       Date:  2011-09-21       Impact factor: 5.562

3.  Searching for an operational definition of frailty: a Delphi method based consensus statement: the frailty operative definition-consensus conference project.

Authors:  Leocadio Rodríguez-Mañas; Catherine Féart; Giovanni Mann; Jose Viña; Somnath Chatterji; Wojtek Chodzko-Zajko; Magali Gonzalez-Colaço Harmand; Howard Bergman; Laure Carcaillon; Caroline Nicholson; Angelo Scuteri; Alan Sinclair; Martha Pelaez; Tischa Van der Cammen; François Beland; Jerome Bickenbach; Paul Delamarche; Luigi Ferrucci; Linda P Fried; Luis Miguel Gutiérrez-Robledo; Kenneth Rockwood; Fernando Rodríguez Artalejo; Gaetano Serviddio; Enrique Vega
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2012-04-16       Impact factor: 6.053

4.  Frailty defined by deficit accumulation and geriatric medicine defined by frailty.

Authors:  Kenneth Rockwood; Arnold Mitnitski
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5.  Predicting death in the nursing home: development and validation of the 6-month Minimum Data Set mortality risk index.

Authors:  Davina Porock; Debra Parker Oliver; Steve Zweig; Marilyn Rantz; David Mehr; Richard Madsen; Greg Petroski
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2005-04       Impact factor: 6.053

6.  A modified frailty index to assess morbidity and mortality after lobectomy.

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Journal:  J Surg Res       Date:  2012-12-21       Impact factor: 2.192

7.  Accumulating deficits model of frailty and postoperative mortality and morbidity: its application to a national database.

Authors:  Vic Velanovich; Heath Antoine; Andrew Swartz; David Peters; Ilan Rubinfeld
Journal:  J Surg Res       Date:  2013-02-01       Impact factor: 2.192

8.  Simple frailty score predicts postoperative complications across surgical specialties.

Authors:  Thomas N Robinson; Daniel S Wu; Lauren Pointer; Christina L Dunn; Joseph C Cleveland; Marc Moss
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9.  The MDS Mortality Risk Index: The evolution of a method for predicting 6-month mortality in nursing home residents.

Authors:  Davina Porock; Debra Parker-Oliver; Gregory F Petroski; Marilyn Rantz
Journal:  BMC Res Notes       Date:  2010-07-16

10.  Frailty and early hospital readmission after kidney transplantation.

Authors:  M A McAdams-DeMarco; A Law; M L Salter; E Chow; M Grams; J Walston; D L Segev
Journal:  Am J Transplant       Date:  2013-06-03       Impact factor: 8.086

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  51 in total

1.  Discussion about "Association of frailty with short-term outcomes, organ support and resource use in critically ill patients".

Authors:  Jai N Darvall; David Pilcher; Rinaldo Bellomo; Fernando G Zampieri; Theodore J Iwashyna; Elizabeth M Viglianti; Marcio Soares
Journal:  Intensive Care Med       Date:  2018-10-15       Impact factor: 17.440

2.  Comparison of Surgeon Assessment to Frailty Measurement in Abdominal Aortic Aneurysm Repair.

Authors:  Elizabeth L George; Aditi Kashikar; Kara A Rothenberg; Nicolas B Barreto; Rui Chen; Amber W Trickey; Shipra Arya
Journal:  J Surg Res       Date:  2019-12-13       Impact factor: 2.192

3.  Evaluation of Postoperative Functional Health Status Decline Among Older Adults.

Authors:  Lindsey M Zhang; Melissa A Hornor; Thomas Robinson; Ronnie A Rosenthal; Clifford Y Ko; Marcia M Russell
Journal:  JAMA Surg       Date:  2020-10-01       Impact factor: 14.766

4.  Assessment of the Risk Analysis Index for Prediction of Mortality, Major Complications, and Length of Stay in Patients who Underwent Vascular Surgery.

Authors:  Kara A Rothenberg; Elizabeth L George; Amber W Trickey; Nicolas B Barreto; Theodore M Johnson; Daniel E Hall; Jason M Johanning; Shipra Arya
Journal:  Ann Vasc Surg       Date:  2020-01-11       Impact factor: 1.466

5.  Variation in center-level frailty burden and the impact of frailty on long-term survival in patients undergoing elective repair for abdominal aortic aneurysms.

Authors:  Elizabeth L George; Rui Chen; Amber W Trickey; Benjamin S Brooke; Larry Kraiss; Matthew W Mell; Philip P Goodney; Jason Johanning; Jason Hockenberry; Shipra Arya
Journal:  J Vasc Surg       Date:  2019-05-27       Impact factor: 4.268

6.  Validation of the Risk Analysis Index for Evaluating Frailty in Ambulatory Patients.

Authors:  Rupen Shah; Jeffrey D Borrebach; Jacob C Hodges; Patrick R Varley; Mary Kay Wisniewski; Myrick C Shinall; Shipra Arya; Jonas Johnson; Joel B Nelson; Ada Youk; Nader N Massarweh; Jason M Johanning; Daniel E Hall
Journal:  J Am Geriatr Soc       Date:  2020-04-20       Impact factor: 5.562

7.  Association of a Frailty Screening Initiative With Postoperative Survival at 30, 180, and 365 Days.

Authors:  Daniel E Hall; Shipra Arya; Kendra K Schmid; Mark A Carlson; Pierre Lavedan; Travis L Bailey; Georgia Purviance; Tammy Bockman; Thomas G Lynch; Jason M Johanning
Journal:  JAMA Surg       Date:  2017-03-01       Impact factor: 14.766

8.  Association of Frailty With Failure to Rescue After Low-Risk and High-Risk Inpatient Surgery.

Authors:  Rupen Shah; Kristopher Attwood; Shipra Arya; Daniel E Hall; Jason M Johanning; Emmanuel Gabriel; Anthony Visioni; Steven Nurkin; Moshim Kukar; Steven Hochwald; Nader N Massarweh
Journal:  JAMA Surg       Date:  2018-05-16       Impact factor: 14.766

9.  An Accumulated Deficits Model Predicts Perioperative and Long-term Adverse Events after Carotid Endarterectomy.

Authors:  Natalie D Sridharan; Rabih A Chaer; Bryan Boyuan Wu; Mohammad H Eslami; Michel S Makaroun; Efthymios D Avgerinos
Journal:  Ann Vasc Surg       Date:  2017-07-06       Impact factor: 1.466

10.  Frailty and emergency surgery in the elderly: protocol of a prospective, multicenter study in Italy for evaluating perioperative outcome (The FRAILESEL Study).

Authors:  Gianluca Costa; Giulia Massa
Journal:  Updates Surg       Date:  2018-01-30
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