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Rumalla KC, Covell MM, Skandalakis GP, Rumalla K, Kassicieh AJ, Roy JM, Kazim SF, Segura A, Bowers CA. The frailty-driven predictive model for failure to rescue among patients who experienced a major complication following cervical decompression and fusion: an ACS-NSQIP analysis of 3,632 cases (2011-2020). Spine J 2024; 24:582-589. [PMID: 38103740 DOI: 10.1016/j.spinee.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 12/03/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND CONTEXT Preoperative risk stratification for patients considering cervical decompression and fusion (CDF) relies on established independent risk factors to predict the probability of complications and outcomes in order to help guide pre and perioperative decision-making. PURPOSE This study aims to determine frailty's impact on failure to rescue (FTR), or when a mortality occurs within 30 days following a major complication. STUDY DESIGN/SETTING Cross-sectional retrospective analysis of retrospective and nationally-representative data. PATIENT SAMPLE The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for all CDF cases from 2011-2020. OUTCOME MEASURES CDF patients who experienced a major complication were identified and FTR was calculated as death or hospice disposition within 30 days of a major complication. METHODS Frailty was measured by the Risk Analysis Index-Revised (RAI-Rev). Baseline patient demographics and characteristics were compared for all FTR patients. Significant factors were assessed by univariate and multivariable regression for the development of a frailty-driven predictive model for FTR. The discriminative ability of the predictive model was assessed using a receiving operating characteristic (ROC) curve analysis. RESULTS There were 3632 CDF patients who suffered a major complication and 7.6% (277 patients) subsequently expired or dispositioned to hospice, the definition of FTR. Independent predictors of FTR were nonelective surgery, frailty, preoperative intubation, thrombosis or embolic complication, unplanned intubation, on ventilator for >48 hours, cardiac arrest, and septic shock. Frailty, and a combination of preoperative and postoperative risk factors in a predictive model for FTR, achieved outstanding discriminatory accuracy (C-statistic = 0.901, CI: 0.883-0.919). CONCLUSION Preoperative and postoperative risk factors, combined with frailty, yield a highly accurate predictive model for FTR in CDF patients. Our model may guide surgical management and/or prognostication regarding the likelihood of FTR after a major complication postoperatively with CDF patients. Future studies may determine the predictive ability of this model in other neurosurgical patient populations.
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Affiliation(s)
- Kranti C Rumalla
- Feinberg School of Medicine, Northwestern University, 420 E Superior St., Chicago, IL, 60611, USA
| | - Michael M Covell
- School of Medicine, Georgetown University, 3900 Reservoir Road NW, Washington, DC, 20007, USA
| | - Georgios P Skandalakis
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Alexander J Kassicieh
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Joanna M Roy
- Topiwala National Medical College, Mumbai Central, Mumbai, Maharashtra 400008, India
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Aaron Segura
- Department of Neurosurgery, University of New Mexico Hospital, 2211 Lomas Blvd NE, Albuquerque, NM, 87106, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 8342 S Levine Ln, Sandy, UT, 84070, USA.
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Roy JM, Segura AC, Rumalla K, Skandalakis GP, Covell MM, Bowers CA. A Predictive Model of Failure to Rescue After Thoracolumbar Fusion. Neurospine 2023; 20:1337-1345. [PMID: 38171301 PMCID: PMC10762394 DOI: 10.14245/ns.2346840.420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/30/2023] [Accepted: 10/01/2023] [Indexed: 01/05/2024] Open
Abstract
OBJECTIVE Although failure to rescue (FTR) has been utilized as a quality-improvement metric in several surgical specialties, its current utilization in spine surgery is limited. Our study aims to identify the patient characteristics that are independent predictors of FTR among thoracolumbar fusion (TLF) patients. METHODS Patients who underwent TLF were identified using relevant diagnostic and procedural codes from the National Surgical Quality Improvement Program (NSQIP) database from 2011-2020. Frailty was assessed using the risk analysis index (RAI). FTR was defined as death, within 30 days, following a major complication. Univariate and multivariable analyses were used to compare baseline characteristics and early postoperative sequelae across FTR and non-FTR cohorts. Receiver operating characteristic (ROC) curve analysis was used to assess the discriminatory accuracy of the frailty-driven predictive model for FTR. RESULTS The study cohort (N = 15,749) had a median age of 66 years (interquartile range, 15 years). Increasing frailty, as measured by the RAI, was associated with an increased likelihood of FTR: odds ratio (95% confidence interval [CI]) is RAI 21-25, 1.3 [0.8-2.2]; RAI 26-30, 4.0 [2.4-6.6]; RAI 31-35, 7.0 [3.8-12.7]; RAI 36-40, 10.0 [4.9-20.2]; RAI 41- 45, 21.5 [9.1-50.6]; RAI ≥ 46, 45.8 [14.8-141.5]. The frailty-driven predictive model for FTR demonstrated outstanding discriminatory accuracy (C-statistic = 0.92; CI, 0.89-0.95). CONCLUSION Baseline frailty, as stratified by type of postoperative complication, predicts FTR with outstanding discriminatory accuracy in TLF patients. This frailty-driven model may inform patients and clinicians of FTR risk following TLF and help guide postoperative care after a major complication.
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Affiliation(s)
- Joanna M. Roy
- Topiwala National Medical College, Mumbai, India
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
| | - Aaron C. Segura
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Kranti Rumalla
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Georgios P. Skandalakis
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, USA
| | - Michael M. Covell
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
- School of Medicine, Georgetown University, Washington, DC, USA
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Roy JM, Rumalla K, Skandalakis GP, Kazim SF, Schmidt MH, Bowers CA. Failure to rescue as a patient safety indicator for neurosurgical patients: are we there yet? A systematic review. Neurosurg Rev 2023; 46:227. [PMID: 37672166 DOI: 10.1007/s10143-023-02137-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 08/25/2023] [Accepted: 09/01/2023] [Indexed: 09/07/2023]
Abstract
Failure to rescue (FTR) is a standardized patient safety indicator (PSI-04) developed by the Agency for Healthcare Research and Quality (AHRQ) to assess the ability of a healthcare team to prevent mortality following a major complication. However, FTR rates vary and are impacted by non-modifiable individual patient characteristics such as baseline frailty. This raises concerns regarding the validity of FTR as an objective quality metric, as not all patients have the same baseline frailty level, or physiological reserve, to recover from major complications. Literature from other surgical specialties has identified flaws in FTR and called for risk-adjusted metrics. Currently, knowledge of factors influencing FTR and its subsequent implementation in neurosurgical patients are limited. The present review assesses trends in FTR utilization to assess how FTR performs as an objective neurosurgery quality metric. This review then proposes how FTR may be best modified to optimize use in neurosurgical patients. A PubMed search was performed to identify articles published until August 9, 2023. Studies that reported FTR as an outcome in patients undergoing neurosurgical procedures were included. A qualitative assessment was performed using the Newcastle Ottawa Scale (NOS). The initial search revealed 1232 citations. After a title and abstract screen, followed by a full text screen, 12 studies met criteria for inclusion. These articles measured FTR across a total of 764,349 patients undergoing neurosurgical procedures. Five studies analyzed FTR with regard to hospital characteristics, and three studies utilized patient characteristics to predict FTR. All studies were considered high quality based on the NOS. Modifications in criteria to measure FTR are necessary since FTR depends on patient characteristics like frailty. This would allow for the incorporation of risk-adjusted FTR metrics that would aid in clinical decision making in neurosurgical patients.
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Affiliation(s)
- Joanna M Roy
- Topiwala National Medical College, Mumbai, India
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, 87131, USA
| | - Kavelin Rumalla
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), 1 University New Mexico, MSC10 5615, Albuquerque, NM, 87131, USA
| | - Georgios P Skandalakis
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), 1 University New Mexico, MSC10 5615, Albuquerque, NM, 87131, USA
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), 1 University New Mexico, MSC10 5615, Albuquerque, NM, 87131, USA
| | - Meic H Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, 87131, USA
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), 1 University New Mexico, MSC10 5615, Albuquerque, NM, 87131, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, NM, 87131, USA.
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), 1 University New Mexico, MSC10 5615, Albuquerque, NM, 87131, USA.
- Department of Neurosurgery, University of New Mexico Health Sciences Center, 1 University New Mexico, MSC10 5615, Albuquerque, NM, 81731, USA.
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Are there differences in revision stapes surgery outcomes between university and county clinics? A study from the quality register for otosclerosis surgery in Sweden. Eur Arch Otorhinolaryngol 2022; 280:2247-2255. [PMID: 36367582 PMCID: PMC10066141 DOI: 10.1007/s00405-022-07737-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 11/01/2022] [Indexed: 11/13/2022]
Abstract
Abstract
Purpose
The aim of the study was to investigate hearing outcomes in stapes revision surgery with regard to the type of clinic (university clinic or county clinic). Furthermore, the aim was to investigate the risk of complications with a focus on tinnitus, hearing deterioration, and taste disturbance 1 year after surgery.
Methods
The study is based on data from the Swedish Quality Register for Otosclerosis Surgery (SQOS). Two study protocols were completed by the surgeon, and a questionnaire was distributed to the patients 1 year after surgery. A total of 156 revisions were available for analysis with both preoperative and postoperative audiometry data.
Results
Seventy-five percent of the patients reported better to much better hearing 1 year after revision surgery. An air bone gap ≤ 20 dB postoperatively was seen in 77% of the patients. Four percent had hearing deterioration ≥ 20 dB PTA4 AC. Eleven percent had worsened or newly developed tinnitus, 5% had taste disturbance, and 3% had dizziness 1 year after surgery. Preoperative and postoperative hearing did not differ between patients operated on in university vs. county clinics.
Conclusions
Revision surgery in otosclerosis is a challenge for otologists, but no differences in hearing outcomes between university and county clinics were found in this nationwide study. The risk of hearing deterioration and deafness is higher than in primary stapes surgery, and revision surgery should be recommended primarily in cases with a large air–bone gap and moderate to severe preoperative hearing loss.
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Sergi B, Balducci M, Paludetti G, Olivi A, Picciotti PM, De Corso E, Passali GC, Fetoni AR, Lucidi D. Decision Making on Vestibular Schwannoma: Lessons from a Multidisciplinary Board. World Neurosurg 2021; 157:e506-e513. [PMID: 34710576 DOI: 10.1016/j.wneu.2021.10.140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/19/2021] [Accepted: 10/20/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Management of vestibular schwannoma (VS) is a complex process aimed at identifying a clinical indication for fractionated stereotactic radiotherapy (sRT) or radiosurgery, microsurgical resection, or wait and scan (WS). We describe the experience of our VS multidisciplinary team (MDT) at a tertiary university referral center created for diagnosis, treatment, and follow-up of VS patients. METHODS We conducted a retrospective study on 132 consecutive patients referred to the MDT and managed by observation (WS), microsurgery, or fractionated sRT. The analysis included patient age, tumor size, hearing level, facial nerve function, tumor control, complications, and quality of life questionnaires. RESULTS Among the patients, 21% were subjected to microsurgery, 10% to sRT, and 69% to WS. The median follow-up time was 30 months. Outcomes based on different management modalities are described. Statistically significant differences among groups were detected in terms of quality of life (physical domain). CONCLUSIONS MDT may provide the best individualized therapy for VS patients compared with a single gold-standard strategy.
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Affiliation(s)
- Bruno Sergi
- Head & Neck Department, Università Cattolica del Sacro Cuore, Rome, Italy; Otorhinolaryngology and Head & Neck Surgery Unit, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy
| | - Mario Balducci
- Department of Radiotherapy, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy
| | - Gaetano Paludetti
- Head & Neck Department, Università Cattolica del Sacro Cuore, Rome, Italy; Otorhinolaryngology and Head & Neck Surgery Unit, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy
| | - Alessandro Olivi
- Department of Neurosurgery, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy
| | - Pasqualina Maria Picciotti
- Head & Neck Department, Università Cattolica del Sacro Cuore, Rome, Italy; Otorhinolaryngology and Head & Neck Surgery Unit, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy.
| | - Eugenio De Corso
- Otorhinolaryngology and Head & Neck Surgery Unit, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy
| | - Giulio Cesare Passali
- Head & Neck Department, Università Cattolica del Sacro Cuore, Rome, Italy; Otorhinolaryngology and Head & Neck Surgery Unit, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy
| | - Anna Rita Fetoni
- Head & Neck Department, Università Cattolica del Sacro Cuore, Rome, Italy; Otorhinolaryngology and Head & Neck Surgery Unit, Fondazione Policlinico Universitario "A. Gemelli"-IRCCS, Rome, Italy
| | - Daniela Lucidi
- Department of Otolaryngology-Head and Neck Surgery, University Hospital of Modena, Modena, Italy
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Lucidi D, Fabbris C, Cerullo R, Di Gioia S, Calvaruso F, Monzani D, Alicandri-Ciufelli M, Marchioni D, Presutti L. Quality of life in vestibular schwannoma: a comparison of three surgical techniques. Eur Arch Otorhinolaryngol 2021; 279:1795-1803. [PMID: 33963915 DOI: 10.1007/s00405-021-06855-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 04/26/2021] [Indexed: 12/01/2022]
Abstract
OBJECTIVE Through years, interest in quality of life (QoL) among patients affected by vestibular schwannoma (VS) has increased. The expansion of the indications for endoscopic ear surgery allowed the development of the transcanal transpromontorial surgery (TTS) for VS removal. The objective of the present study was to assess QoL in a cohort of VS patients operated on by translabyrinthine (TL), retrosigmoid (RS) and TTS approach. METHODS The study was conducted on 111 patients who underwent surgery for VS between January 2017 and January 2020 at two different institutions. Patients fulfilled three questionnaires during follow-up: Glasgow Benefit Inventory, Depression Anxiety Stress Scales-21 and Penn Acoustic Neuroma Quality-Of-Life. The association between sex, age, date of surgery, tumor size, post-operative facial nerve (FN) function and QoL outcomes was assessed. RESULTS An overall subjective impairment was demonstrated in all groups. Age, Koos staging and FN functions were associated to distinct QoL outcomes. CONCLUSIONS QoL decreases in patients surgically treated for VS. The TTS may allow improved scores in many domains, confirming to be a subjectively well-tolerated technique.
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Affiliation(s)
- D Lucidi
- ENT Department, University Hospital of Modena, Via del Pozzo 71, 44125, Modena, Italy
| | - C Fabbris
- ENT Department, University Hospital of Verona, Piazzale A. Stefani 1, 37129, Verona, Italy.
| | - R Cerullo
- ENT Department, University Hospital of Verona, Piazzale A. Stefani 1, 37129, Verona, Italy
| | - S Di Gioia
- ENT Department, University Hospital of Verona, Piazzale A. Stefani 1, 37129, Verona, Italy
| | - F Calvaruso
- ENT Department, University Hospital of Modena, Via del Pozzo 71, 44125, Modena, Italy
| | - D Monzani
- ENT Department, University Hospital of Modena, Via del Pozzo 71, 44125, Modena, Italy
| | - M Alicandri-Ciufelli
- ENT Department, University Hospital of Modena, Via del Pozzo 71, 44125, Modena, Italy
| | - D Marchioni
- ENT Department, University Hospital of Verona, Piazzale A. Stefani 1, 37129, Verona, Italy
| | - L Presutti
- ENT Department, University Hospital of Modena, Via del Pozzo 71, 44125, Modena, Italy
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