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Arnold, Paul M.

0000-0002-4622-7695

Mayo Clinic

University of Illinois Urbana-Champaign

Citations 44

Individualized seizure cluster prediction using machine learning and ambulatory intracranial EEG
Saboo, Krishnakant , Cao, Yurui, Sladky, Vladimir , Gregg, Nicholas M. , Saboo, Krishnakant V , Gregg, Nicholas M , Křemen, Václav , Arnold, Paul M. , Karoly, Philippa J. , Freestone, Dean R. , Cook, Mark , Worrell, Gregory A. , Iyer, Ravishankar K.

2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) | January 2, 2023 | Volume: No volume available | Issue: No issue available | Pages: 1157-1163

10.1109/bibm55620.2022.9995252 Get It

A Prospective Study of Lumbar Facet Arthroplasty in the Treatment of Degenerative Spondylolisthesis and Stenosis
Freedman, Brett A. , Sebastian, Arjun S. , Coric, Domagoj , Welch, William C. , Steinmetz, Michael P. , Robbins, Stephen E. , Ament, Jared D. , Anand, Neel , Baron, Eli M. , Whitmore, Robert G. , Whiting, Donald, Tahernia, David, Chahlavi, Ali, Chi, John, Pirris, Stephen M. , Groff, Michael W. , Fabi, Alain Y., Meyer, Scott A., Kushwaha, Vivek, Kent, Roland , DeLuca, Steven, Smorgick, Yossi , Anekstein, Yoram , Group, TOPS Study, Pinter, Zachariah W. , Nassr, Ahmad , Arnold, Paul M. , Huang, Jason Haitao , Sandhu, Faheem A. , Cheng, Joseph S. , Group, TOPS Study

Clinical Spine Surgery | October 3, 2022 | Volume: 36 | Issue: 2 | Pages: E59-E69

10.1097/bsd.0000000000001365 Get It

Study Design: Prospective randomized Food and Drug Administration investigational device exemption clinical trial. Objective: The purpose of the present study is to report the 1-year clinical and radiographic outcomes and safety profile of patients who underwent lumbar facet arthroplasty through implantation of the Total Posterior Spine System (TOPS) device. Summary of Background Data: Lumbar facet arthroplasty is one proposed method of dynamic stabilization to treat grade-1 spondylolisthesis with stenosis; however, there are currently no Food and Drug Administration-approved devices for facet arthroplasty. Methods: Standard demographic information was collected for each patient. Radiographic parameters and patient-reported outcome measures were assessed preoperatively and at regular postoperative intervals. Complication and reoperation data were also collected for each patient. Results: At the time of this study, 153 patients had undergone implantation of the TOPS device. The mean surgical time was 187.8 minutes and the mean estimated blood loss was 205.7cc. The mean length of hospital stay was 3.0 days. Mean Oswestry Disability Index, Visual Analog Score leg and back, and Zurich Claudication Questionnaire scores improved significantly at all postoperative time points (P>0.001). There were no clinically significant changes in radiographic parameters, and all operative segments remained mobile at 1-year follow-up. Postoperative complications occurred in 11 patients out of the 153 patients (7.2%) who underwent implantation of the TOPS device. Nine patients (5.9%) underwent a total of 13 reoperations, 1 (0.6%) of which was for device-related failure owing to bilateral L5 pedicle screw loosening. Conclusions: Lumbar facet arthroplasty with the TOPS device demonstrated a statistically significant improvement in all patient-reported outcome measures and the ability to maintain motion at the index level while limiting sagittal translation with a low complication rate.
Prospective, randomized controlled multicenter study of posterior lumbar facet arthroplasty for the treatment of spondylolisthesis
Coric, Domagoj , Kim, Paul K., Welch, William C. , Robbins, Stephen E. , DeLuca, Steven, Whiting, Donald, Chahlavi, Ali, Pirris, Stephen M. , Groff, Michael W. , Chi, John H., Kent, Roland , Whitmore, Robert G. , Meyer, Scott A., Patel, Ashvin I., Orr, Robert D. , Krishnaney, Ajit A., Boltes, Peggy, Anekstein, Yoram , Steinmetz, Michael P. , Nassr, Ahmad , Chi, John H., Huang, Jason Haitao , Arnold, Paul M. , Orr, R. Douglas

Journal of Neurosurgery: Spine | September 23, 2022 | Volume: 38 | Issue: 1 | Pages: 115-125

10.3171/2022.7.spine22536 Get It

OBJECTIVE The purpose of this study was to evaluate the safety and efficacy of a posterior facet replacement device, the Total Posterior Spine (TOPS) System, for the treatment of one-level symptomatic lumbar stenosis with grade I degenerative spondylolisthesis. Posterior lumbar arthroplasty with facet replacement is a motion-preserving alternative to lumbar decompression and fusion. The authors report the preliminary results from the TOPS FDA investigational device exemption (IDE) trial. METHODS The study was a prospective, randomized controlled FDA IDE trial comparing the investigational TOPS device with transforaminal lumbar interbody fusion (TLIF) and pedicle screw fixation. The minimum follow-up duration was 24 months. Validated patient-reported outcome measures included the Oswestry Disability Index (ODI) and visual analog scale (VAS) for back and leg pain. The primary outcome was a composite measure of clinical success: 1) no reoperations, 2) no device breakage, 3) ODI reduction of ≥ 15 points, and 4) no new or worsening neurological deficit. Patients were considered a clinical success only if they met all four measures. Radiographic assessments were made by an independent core laboratory. RESULTS A total of 249 patients were evaluated (n = 170 in the TOPS group and n = 79 in the TLIF group). There were no statistically significant differences between implanted levels (L4–5: TOPS, 95% and TLIF, 95%) or blood loss. The overall composite measure for clinical success was statistically significantly higher in the TOPS group (85%) compared with the TLIF group (64%) (p = 0.0138). The percentage of patients reporting a minimum 15-point improvement in ODI showed a statistically significant difference (p = 0.037) favoring TOPS (93%) over TLIF (81%). There was no statistically significant difference between groups in the percentage of patients reporting a minimum 20-point improvement on VAS back pain (TOPS, 87%; TLIF, 64%) and leg pain (TOPS, 90%; TLIF, 88%) scores. The rate of surgical reintervention for facet replacement in the TOPS group (5.9%) was lower than the TLIF group (8.8%). The TOPS cohort demonstrated maintenance of flexion/extension range of motion from preoperatively (3.85°) to 24 months (3.86°). CONCLUSIONS This study demonstrates that posterior lumbar decompression and dynamic stabilization with the TOPS device is safe and efficacious in the treatment of lumbar stenosis with degenerative spondylolisthesis. Additionally, decompression and dynamic stabilization with the TOPS device maintains segmental motion.
Correlation Between the Spinal Instability Neoplastic Score (SINS) and Patient Reported Outcomes
Versteeg, Anne L. , Sahgal, Arjun , Laufer, Ilya , Rhines, Laurence D. , Sciubba, Daniel M. , Schuster, James M. , Weber, Michael H. , Lazáry, Áron , Gokaslan, Ziya L. , Fisher, Charles G. , Tumor, AO Spine Knowledge Forum, Fehlings, Michael G , Arnold, Paul M. , Versteeg, Anne , Lazary, Aron , Boriani, Stefano , Bettegowda, Chetan , Fehlings, Michael G. , Clarke, Michelle J. , Tumor, AO Spine Knowledge Forum

Global Spine Journal | July 26, 2021 | Volume: 13 | Issue: 5 | Pages: 1358-1364

10.1177/21925682211033591 Get It

Study Design: International multicenter prospective observational cohort study on patients undergoing radiation +/− surgical intervention for the treatment of symptomatic spinal metastases. Objectives: To investigate the association between the total Spinal Instability Neoplastic Score (SINS), individual SINS components and PROs. Methods: Data regarding patient demographics, diagnostics, treatment, and PROs (SF-36, SOSGOQ, EQ-5D) was collected at baseline, 6 weeks, and 12 weeks post-treatment. The SINS was assessed using routine diagnostic imaging. The association between SINS, PRO at baseline and change in PROs was examined with the Spearmans rank test. Results: A total of 307 patients, including 174 patients who underwent surgery+/− radiotherapy and 133 patients who underwent radiotherapy were eligible for analyses. In the surgery+/− radiotherapy group, 18 (10.3%) patients with SINS score between 0-6, 118 (67.8%) with a SINS between 7-12 and 38 (21.8%) with a SINS between 13-18, as compared to 55 (41.4%) SINS 0-6, 71(53.4%) SINS 7-12 and 7 (5.2%) SINS 13-18 in the radiotherapy alone group. At baseline, the total SINS and the presence of mechanical pain was significantly associated with the SOSGOQ pain domain (r = −0.519, P < 0.001) and the NRS pain score (r = 0.445, P < 0.001) for all patients. The presence of mechanical pain demonstrated to be moderately associated with a positive change in PROs at 12 weeks post-treatment. Conclusion: Spinal instability, as defined by the SINS, was significantly correlated with PROs at baseline and change in PROs post-treatment. Mechanical pain, as a single SINS component, showed the highest correlations with PROs.
Harmonized outcome measures for use in degenerative lumbar spondylolisthesis patient registries and clinical practice
Devin, Clinton J. , Archer, Kristin R. , Bydon, Mohamad , Dinstein, Doron, Nerenz, David R. , Eakin, Guy S. , Shaffer, William O. , Washabaugh, Charles H., Gliklich, Richard E , Harbaugh, Robert E. , Leavy, Michelle B , Ghogawala, Zoher , Goertz, Christine , Lavelle, William Francis , Arnold, Paul M.

Journal of Neurosurgery: Spine | March 19, 2021 | Volume: 34 | Issue: 6 | Pages: 888-896

10.3171/2020.9.spine20437 Get It

OBJECTIVE The development of new treatment approaches for degenerative lumbar spondylolisthesis (DLS) has introduced many questions about comparative effectiveness and long-term outcomes. Patient registries collect robust, longitudinal data that could be combined or aggregated to form a national and potentially international research data infrastructure to address these and other research questions. However, linking data across registries is challenging because registries typically define and capture different outcome measures. Variation in outcome measures occurs in clinical practice and other types of research studies as well, limiting the utility of existing data sources for addressing new research questions. The purpose of this project was to develop a minimum set of patient- and clinician-relevant standardized outcome measures that are feasible for collection in DLS registries and clinical practice. METHODS Nineteen DLS registries, observational studies, and quality improvement efforts were invited to participate and submit outcome measures. A stakeholder panel was organized that included representatives from medical specialty societies, health systems, government agencies, payers, industries, health information technology organizations, and patient advocacy groups. The panel categorized the measures using the Agency for Healthcare Research and Quality’s Outcome Measures Framework (OMF), identified a minimum set of outcome measures, and developed standardized definitions through a consensus-based process. RESULTS The panel identified and harmonized 57 outcome measures into a minimum set of 10 core outcome measure areas and 6 supplemental outcome measure areas. The measures are organized into the OMF categories of survival, clinical response, events of interest, patient-reported outcomes, and resource utilization. CONCLUSIONS This effort identified a minimum set of standardized measures that are relevant to patients and clinicians and appropriate for use in DLS registries, other research efforts, and clinical practice. Collection of these measures across registries and clinical practice is an important step for building research data infrastructure, creating learning healthcare systems, and improving patient management and outcomes in DLS.
Metastatic Spine Disease: Should Patients With Short Life Expectancy Be Denied Surgical Care? An International Retrospective Cohort Study
Dea, Nicolas , Versteeg, Anne , Sahgal, Arjun , Verlaan, Jorrit‐Jan , Charest-Morin, Raphaële , Rhines, Laurence D. , Sciubba, Daniel M. , Schuster, James M. , Weber, Michael H. , Lazáry, Áron , Laufer, Ilya , Gokaslan, Ziya L. , Fisher, Charles G. , Tumor, on behalf of the AOSpine Knowledge Forum, Versteeg, Anne L. , Lazary, Aron , Fehlings, Michael G. , Clarke, Michelle J. , Arnold, Paul M. , Boriani, Stefano , Bettegowda, Chetan , Tumor, on behalf of the AOSpine Knowledge Forum

Neurosurgery | October 1, 2019 | Volume: 87 | Issue: 2 | Pages: 303-311

10.1093/neuros/nyz472 Get It

Abstract BACKGROUND Despite our inability to accurately predict survival in many cancer patients, a life expectancy of at least 3 mo is historically necessary to be considered for surgical treatment of spinal metastases. OBJECTIVE To compare health-related quality of life (HRQOL) in patients surviving <3 mo after surgical treatment to patients surviving >3 mo to assess the validity of this inclusion criteria. METHODS Patients who underwent surgery for spinal metastases between August 2013 and May 2017 were retrospectively identified from an international cohort study. HRQOL was evaluated using generic and disease-specific outcome tools at baseline and at 6 and 12 wk postsurgery. The primary outcome was the HRQOL at 6 wk post-treatment measured by the Spine Oncology Study Group Outcomes Questionnaire (SOSGOQ). RESULTS A total of 253 patients were included: 40 patients died within the first 3 mo after surgery and 213 patients survived more than 3 mo. Patients surviving <3 mo after surgery presented with lower baseline performance status. Adjusted analyses for baseline performance status did not reveal a significant difference in HRQOL between both groups at 6 wk post-treatment. No significant difference in patient satisfaction at 6 wk with regard to their treatment could be detected between both groups. CONCLUSION When controlled for baseline performance status, quality of life 6 wk after surgery for spinal metastasis is independent of survival. To optimize improvement in HRQOL for this patient population, baseline performance status should take priority over expected survival in the surgical decision-making process.
Patient satisfaction with treatment outcomes after surgery and/or radiotherapy for spinal metastases
Versteeg, Anne L. , Sahgal, Arjun , Kawahara, Norio , Rhines, Laurence D. , Sciubba, Daniel M. , Weber, Michael H. , Lazáry, Áron , Schuster, James M. , Gokaslan, Ziya L. , Fisher, Charles G. , Tumor, for the AOSpine Knowledge Forum, Versteeg, Anne , Lazary, Aron , Fehlings, Michael G. , Clarke, Michelle J. , Arnold, Paul M. , Boriani, Stefano , Bettegowda, Chetan , Tumor, for the AOSpine Knowledge Forum

Cancer | September 6, 2019 | Volume: 125 | Issue: 23 | Pages: 4269-4277

10.1002/cncr.32465 Get It

BackgroundPatient satisfaction is infrequently investigated despite its importance in assessing efficacy and patient comprehension. The purpose of this study was to investigate patient satisfaction with treatment outcomes after surgery and/or radiotherapy for spinal metastases and to evaluate how health‐related quality of life (HRQOL) is related to patient satisfaction.MethodsPatients with spinal metastases treated with surgery and/or radiotherapy were enrolled in a prospective, international, observational study. Demographic, histologic, treatment, and HRQOL data were collected. HRQOL was evaluated with the Numeric Rating Scale pain score, the 3‐level version of the EuroQol 5‐Dimension (EQ‐5D‐3L) instrument, and the Spine Oncology Study Group Outcomes Questionnaire (SOSGOQ2.0). Patient satisfaction was derived from the SOSGOQ2.0 at 6, 12, and 26 weeks after treatment. Patients were classified as satisfied, neutral, or dissatisfied.ResultsTwelve weeks after treatment, 183 of the surgically treated patients (84%) were satisfied, and only 11 (5%) were dissatisfied; in contrast, 101 of the patients treated with radiotherapy alone (77%) were satisfied, and only 7 (5%) were dissatisfied. Significant improvements in pain, physical function, mental health, social function, leg function, and EQ‐5D were associated with satisfaction after surgery. Satisfaction after radiotherapy was associated with significant improvements in pain, mental health, and overall SOSGOQ2.0 scores. Dissatisfaction after treatment was associated with lower baseline values for leg strength and lower social functioning scores for surgically treated patients and with lower social functioning scores and being single for patients treated with radiotherapy.ConclusionsHigh levels of satisfaction with treatment outcomes are observed after surgery and/or radiotherapy for spinal metastases. Posttreatment satisfaction is associated with significant improvements in pain and different dimensions of HRQOL.
Association of neurologic deficits with surgical outcomes and health‐related quality of life after treatment for metastatic epidural spinal cord compression
Barzilai, Ori , Versteeg, Anne L. , Goodwin, C. Rory , Sahgal, Arjun , Rhines, Laurence D. , Sciubba, Daniel M. , Schuster, James M. , Weber, Michael H. , Lazáry, Áron , Gokaslan, Ziya L. , Fisher, Charles G. , Laufer, Ilya , Tumor, for the AOSpine Knowledge Forum, Goodwin, C Rory , Versteeg, Anne , Lazary, Aron , Fehlings, Michael G. , Clarke, Michelle J. , Arnold, Paul M. , Boriani, Stefano , Bettegowda, Chetan , Tumor, for the AOSpine Knowledge Forum

Cancer | August 14, 2019 | Volume: 125 | Issue: 23 | Pages: 4224-4231

10.1002/cncr.32420 Get It

BackgroundA critical knowledge gap exists regarding the impact of neurologic deficits on surgical outcomes and health‐related quality of life (HRQOL) for patients surgically treated for metastatic epidural spinal cord compression (MESCC).MethodsThis prospective, multicenter and international study analyzed the impact of the neurologic status on functional status, HRQOL, and postoperative survival. The collected data included the patient demographics, overall survival, American Spinal Injury Association (ASIA) impairment scale, Spinal Instability Neoplastic Score, treatment details and complications and HRQOL measures, including version 2 of the 36‐Item Short Form Health Survey (SF‐36v2) and version 2.0 of the Spine Oncology Study Group Outcomes Questionnaire (SOSGOQ2.0).ResultsA total of 239 patients surgically treated for spinal metastases were included. Six weeks after treatment, 99 of the 108 patients with a preoperative ASIA grade of E remained stable, 8 deteriorated to ASIA D, and 1 deteriorated to ASIA A. Of 55 patients with ASIA D, 27 improved to ASIA E, 27 remained stable and 1 deteriorated to ASIA C. Of 11 patients with ASIA A to C, 2 improved to ASIA E, 4 improved to ASIA D, and 5 remained stable. At the 6‐ and 12‐week follow‐up, better ASIA scores were associated with better scores on multiple SF‐36v2 and SOSGOQ items. Postoperatively, patients with ASIA grades of A to D were more likely to have urinary tract infections and wound complications. Patients with a baseline ASIA grade of E or D survived significantly longer.ConclusionsPatients with neurologic deficits due to MESCC have worse HRQOL and decreased overall survival. Nevertheless, surgery can result in stabilization or improvement of neurologic function which may translate into better HRQOL. Postoperative care and follow‐up are challenging for patients with neurologic deficits because they experience more complications.
Surgical or Radiation Therapy for the Treatment of Cervical Spine Metastases: Results From the Epidemiology, Process, and Outcomes of Spine Oncology (EPOSO) Cohort
Bond, Michael , Versteeg, Anne , Sahgal, Arjun , Rhines, Laurence D. , Sciubba, Daniel M. , Schuster, James M. , Weber, Michael H. , Fehlings, Michael G. , Lazáry, Áron , Gokaslan, Ziya L. , Fisher, Charles G. , Versteeg, Anne L. , Fehlings, Michael G , Lazary, Aron , Bond, Michael R., Clarke, Michelle J. , Boriani, Stefano , Bettegowda, Chetan , Arnold, Paul M.

Global Spine Journal | April 1, 2019 | Volume: 10 | Issue: 1 | Pages: 21-29

10.1177/2192568219839407 Get It

Study Design: Ambispective cohort study design. Objectives: Cervical spine metastases have distinct clinical considerations. The aim of this study was to determine the impact of surgical intervention (± radiotherapy) or radiotherapy alone on health-related quality of life (HRQOL) outcomes in patients treated for cervical metastatic spine tumours. Methods: Patients treated with surgery and/or radiotherapy for cervical spine metastases were identified from the Epidemiology, Process, and Outcomes of Spine Oncology (EPOSO) international multicentre prospective observational study. Demographic, diagnostic, treatment, and HRQOL (numerical rating scale [NRS] pain, EQ-5D (3L), SF-36v2, and SOSGOQ) measures were prospectively collected at baseline, 6 weeks, 3 months, and 6 months postintervention. Results: Fifty-five patients treated for cervical metastases were identified: 38 underwent surgery ± radiation and 17 received radiation alone. Surgically treated patients had higher mean spinal instability neoplastic scores compared with the radiation-alone group (13.0 vs 8.0, P < .001) and higher NRS pain scores and lower HRQOL scores compared to the radiation alone group ( P < .05). From baseline to 6 months posttreatment, surgically treated patients demonstrated statistically significant improvements in NRS pain, EQ-5D (5L), and SOSGOQ2.0 scores compared with nonsignificant improvements in the radiotherapy alone group. Conclusions: Surgically treated cervical metastases patients presented with higher levels of instability, worse baseline pain and HRQOL scores compared with patients who underwent radiotherapy alone. Significant improvements in pain and HRQOL were noted for those patients who received surgical intervention. Limited or no improvements were found in those treated with radiotherapy alone.
Survival, local control, and health‐related quality of life in patients with oligometastatic and polymetastatic spinal tumors: A multicenter, international study
Barzilai, Ori , Versteeg, Anne , Sahgal, Arjun , Rhines, Laurence D. , Sciubba, Daniel M. , Schuster, James M. , Weber, Michael H. , Yamada, Yoshiya , Gokaslan, Ziya L. , Fisher, Charles G. , Laufer, Ilya , Tumor, the AO Spine Knowledge Forum, Versteeg, Anne L. , Bilsky, Mark H. , Varga, Péter , Boriani, Stefano , Bettegowda, Chetan , Fehlings, Michael G. , Clarke, Michelle J. , Arnold, Paul M.

Cancer | November 29, 2018 | Volume: 125 | Issue: 5 | Pages: 770-778

10.1002/cncr.31870 Get It

Abstract Background The treatment of oligometastatic (≤5 metastases) spinal disease has trended toward ablative therapies, yet to the authors’ knowledge little is known regarding the prognosis of patients presenting with oligometastatic spinal disease and the value of this approach. The objective of the current study was to compare the survival and clinical outcomes of patients with cancer with oligometastatic spinal disease with those of patients with polymetastatic (>5 metastases) disease. Methods The current study was an international, multicenter, prospective study. Patients who were admitted to a participating spine center with a diagnosis of spinal metastases and who underwent surgical intervention and/or radiotherapy between August 2013 and May 2017 were included. Data collected included demographics, overall survival, local control, and treatment information including surgical, radiotherapy, and systemic therapy details. Health‐related quality of life (HRQOL) measures included the EuroQOL 5 dimensions 3‐level questionnaire (EQ‐5D‐3L), the 36‐Item Short Form Health Survey (SF‐36v2), and the Spine Oncology Study Group Outcomes Questionnaire (SOSGOQ). Results Of the 393 patients included in the current study, 215 presented with oligometastatic disease and 178 presented with polymetastatic disease. A significant survival advantage of 90.1% versus 77.3% at 3 months and 77.0% versus 65.1% at 6 months from the time of treatment was found for patients presenting with oligometastatic disease compared with those with polymetastatic disease. It is important to note that both groups experienced significant improvements in multiple HRQOL measures at 6 months after treatment, with no differences in these outcome measures noted between the 2 groups. Conclusions The treatment of oligometastatic disease appears to offer a significant survival advantage compared with polymetastatic disease, regardless of treatment choice. HRQOL measures were found to improve in both groups, demonstrating a palliative benefit for all treated patients.