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Reardon, Taylor

https://orcid.org/0000-0002-1179-0111

Mayo Clinic

University of Pikeville

Citations 7

Developing Mixed-Effects Models to Compare the Predictive Ability of Various Comorbidity Indices in a Contemporary Cohort of Patients Undergoing Lumbar Fusion
Shahrestani, Shane , Reardon, Taylor , Brown, Nolan J. , Kuo, Cathleen C. , Patel, Neal , Chou, Dean , Chan, Andrew K. , Gendreau, Julian , Singh, Rohin

Neurosurgery | October 19, 2023 | Volume: 94 | Issue: 4 | Pages: 711-720

10.1227/neu.0000000000002733 Get It

BACKGROUND AND OBJECTIVE: As incidence of operative spinal pathology continues to grow, so do the rates of lumbar spinal fusion procedures. Comorbidity indices can be used preoperatively to predict potential complications. However, there is a paucity of research defining the optimal comorbidity indices in patients undergoing spinal fusion surgery. We aimed to use modeling strategies to evaluate the predictive validity of various comorbidity indices and combinations thereof. METHODS: Patients who underwent spinal fusion were queried using data from the Nationwide Readmissions Database for the years 2016 through 2019. Using comorbidity indices as predictor variables, receiver operating characteristic curves were developed for pertinent complications such as mortality, nonroutine discharge, top-quartile cost, top-quartile length of stay, and 30-day readmission. RESULTS: A total of 750 183 patients were included. Nonroutine discharges occurred in 161 077 (21.5%) patients. The adjusted all-payer cost for the procedure was $37 616.97 ± $27 408.86 (top quartile: $45 409.20), and the length of stay was 4.1 ± 4.4 days (top quartile: 8.1 days). By comparing receiver operating characteristics of various models, it was found that models using Frailty + Elixhauser Comorbidity Index (ECI) as the primary predictor performed better than other models with statistically significant P -values on post hoc testing. However, for prediction of mortality, the model using Frailty + ECI was not better than the model using ECI alone ( P = .23), and for prediction of all-payer cost, the ECI model outperformed the models using frailty alone ( P < .0001) and the model using Frailty + ECI ( P < .0001). CONCLUSION: This investigation is the first to use big data and modeling strategies to delineate the relative predictive utility of the ECI and Johns Hopkins Adjusted Clinical Groups comorbidity indices for the prognostication of patients undergoing lumbar fusion surgery. With the knowledge gained from our models, spine surgeons, payers, and hospitals may be able to identify vulnerable patients more effectively within their practice who may require a higher degree of resource utilization.
Implications and future directions of ChatGPT utilization in neurosurgery
Reardon, Taylor , Srinivasan, Visish M. , Gottfried, Oren N., Bydon, Mohamad , Lawton, Michael T. , Singh, Rohin

Journal of Neurosurgery | April 29, 2023 | Volume: 139 | Issue: 5 | Pages: 1487-1489

10.3171/2023.3.jns23555 Get It

Surgical Management of Petrous Apex Cholesteatomas in the Pediatric Population
Reardon, Taylor , Turnow, Morgan , Elston, Sidney, Mohyeldin, Ahmed, Brown, Nolan J. , Sharma, Shelly , Singh, Rohin , Kortz, Michael W. , Fraser, Justin F

Journal of Neurological Surgery Part B: Skull Base | March 20, 2023 | Volume: 84 | Issue: S 01 | Pages: S1-S344

10.1055/s-0043-1762388 Get It

Differential Impact of Treatment Sequencing on Long-Term Facial Nerve Outcomes in Recurrent or Progressive Vestibular Schwannoma: Systematic Review
Hallak, Hana , Sharma, Shelley, Nasrollahi, Tasha, Reardon, Taylor , Graffeo, Christopher S. , Koester, Stefan Wolfgang , Singh, Rohin , Bauman, Megan M. J.

Journal of Neurological Surgery Part B: Skull Base | March 20, 2023 | Volume: 84 | Issue: S 01 | Pages: S1-S344

10.1055/s-0043-1762085 Get It

A Bibliometric and Visual Analysis of the Most Cited Articles on Disc Arthroplasty
Stefano, Frank A. De , Warner, Tyler , Reardon, Taylor , Jarrah, Ryan , Mayo, Timothy , Ezeudu, Chibueze S., Fiani, Brian , Stefano, Frank De , Ezeudu, Chibueze

Global Spine Journal | February 3, 2023 | Volume: 13 | Issue: 8 | Pages: 2516-2525

10.1177/21925682231154857 Get It

Study Design Bibliometric literature review. Objective Total disc arthroplasty (TDA) is an evolving technique used by surgeons to preserve neural elements and range of motion in patients with degenerative disc disease, spondylosis and more. In comparison to discectomy, disc arthroplasty has been shown to decrease morbidity, reduce adjacent-level disease, and preserve pre-operative range of motion. The objective of this manuscript is to provide a bibliometric analysis of the use of disc arthroplasty in scientific literature and highlight the main contributing authors and their publication characteristics. Methods The Scopus database was used to perform a title-specific, keyword-based search for all publications until June 2022. The keyword “total disc arthroplasty” was used. The most-cited 100 articles were selected for analysis. Parameters included the following: title, citation count, citations per year, authors, specialty first author, institution, country of origin, publishing journal, Source Normalized, Impact Per Paper (SNIP), and Hirsch index. Results Our search on disc arthroplasty yielded 580 articles that were published, with the first publication on the topic found in 1966. The most cited 100 articles received a total of 8694 citations, with an average of 86.94 citations per article. After assessing countries with the greatest contributions, United States, China, and Germany were top 3 with 54, 14, and 7 articles, respectively. Conclusion The bibliometric analysis provides an overview of how medical research is analyzed in academic medicine. In the present study, we evaluated the global trends in disc arthroplasty for the treatment of degenerative disc disease.
Staged Resection of Difficult-to-Treat Intracranial Meningiomas: A Systematic Review of the Indications, Surgical Approaches, and Postoperative Outcomes
Kuo, Cathleen C. , Patel, Neal , Brown, Nolan J. , Pennington, Zach , Bui, Nicholas, Reardon, Taylor , Hsu, Frank P. K. , Mohyeldin, Ahmed, Pennington, Zach , Gendreau, Julian , Lien, Brian V. , Prevedello, Daniel M. , Kuan, Edward C

Journal of Neurological Surgery Part B: Skull Base | January 19, 2023 | Volume: 85 | Issue: 02 | Pages: 131-144

10.1055/a-2015-8238 Get It

Abstract Introduction Meningiomas—the most common extra-axial tumors—are benign, slow-growing dural-based lesions that can involve multiple cranial fossae and can progress insidiously for years until coming to clinical attention secondary to compression of adjacent neurovascular structures. For complex, multicompartmental lesions, multistaged surgeries have been increasingly shown to enhance maximal safe resection while minimizing adverse sequela. Here, we systematically review the extant literature to highlight the merits of staged resection. Methods PubMed, Scopus, and Web of Science databases were queried to identify articles reporting resections of intracranial meningiomas using a multistaged approach, and articles were screened for possible inclusion in a systematic process performed by two authors. Results Of 118 identified studies, 36 describing 169 patients (mean age 42.6 ± 21.3 years) met inclusion/exclusion criteria. Petroclival lesions comprised 57% of cases, with the most common indications for a multistaged approach being large size, close approximation of critical neurovascular structures, minimization of brain retraction, identification and ligation of deep vessels feeding the tumor, and resection of residual tumor found on postoperative imaging. Most second-stage surgeries occurred within 3 months of the index surgery. Few complications were reported and multistaged resections appeared to be well tolerated overall. Conclusions Current literature suggests multistaged approaches for meningioma resection are well-tolerated. However, there is insufficient comparative evidence to draw definitive conclusions about its advantages over an unstaged approach. There are similarly insufficient data to generate an evidence-based decision-making framework for when a staged approach should be employed. This highlights the need for collaborative efforts among skull base surgeons to establish an evidentiary to support the use of staged approaches and to outline those indications that merit such an approach.
Spinal Intervertebral Disc Regeneration Versus Repair: Cost, Outcomes and Future Considerations
Jarrah, Ryan , Reardon, Taylor , Warner, Tyler , Stefano, Frank A. De , Fiani, Brian , Stefano, Frank De

Regenerative Medicine | May 12, 2022 | Volume: 17 | Issue: 6 | Pages: 337-340

10.2217/rme-2022-0049 Get It