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Maayan O, Shahi P, Merrill RK, Pajak A, Lu AZ, Oquendo Y, Subramanian T, Araghi K, Tuma OC, Korsun MK, Asada T, Singh N, Singh S, Sheha ED, Dowdell JE, Qureshi SA, Iyer S. Ninety Percent of Patients Are Satisfied With Their Decision to Undergo Spine Surgery for Degenerative Conditions. Spine (Phila Pa 1976) 2024; 49:561-568. [PMID: 38533908 DOI: 10.1097/brs.0000000000004714] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 04/28/2023] [Indexed: 03/28/2024]
Abstract
STUDY DESIGN Cross-sectional survey and retrospective review of prospectively collected data. OBJECTIVE To explore how patients perceive their decision to pursue spine surgery for degenerative conditions and evaluate factors correlated with decisional regret. SUMMARY OF BACKGROUND DATA Prior research shows that one-in-five older adults regret their decision to undergo spinal deformity surgery. However, no studies have investigated decisional regret in patients with degenerative conditions. METHODS Patients who underwent cervical or lumbar spine surgery for degenerative conditions (decompression, fusion, or disk replacement) between April 2017 and December 2020 were included. The Ottawa Decisional Regret Questionnaire was implemented to assess prevalence of decisional regret. Questionnaire scores were used to categorize patients into low (<40) or medium/high (≥40) decisional regret cohorts. Patient-reported outcome measures (PROMs) included the Oswestry Disability Index, Patient-reported Outcomes Measurement Information System, Visual Analog Scale (VAS) Back/Leg/Arm, and Neck Disability Index at preoperative, early postoperative (<6 mo), and late postoperative (≥6 mo) timepoints. Differences in demographics, operative variables, and PROMs between low and medium/high decisional regret groups were evaluated. RESULTS A total of 295 patients were included (mean follow-up: 18.2 mo). Overall, 92% of patients agreed that having surgery was the right decision, and 90% would make the same decision again. In contrast, 6% of patients regretted the decision to undergo surgery, and 7% noted that surgery caused them harm. In-hospital complications (P=0.02) and revision fusion (P=0.026) were significantly associated with higher regret. The medium/high decisional regret group also exhibited significantly worse PROMs at long-term follow-up for all metrics except VAS-Arm, and worse achievement of minimum clinically important difference for Oswestry Disability Index (P=0.007), Patient-Reported Outcomes Measurement Information System (P<0.0001), and VAS-Leg (P<0.0001). CONCLUSIONS Higher decisional regret was encountered in the setting of need for revision fusion, increased in-hospital complications, and worse PROMs. However, 90% of patients overall were satisfied with their decision to undergo spine surgery for degenerative conditions. Current tools for assessing patient improvement postoperatively may not adequately capture the psychosocial values and patient expectations implicated in decisional regret.
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Affiliation(s)
- Omri Maayan
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | | | | | - Amy Z Lu
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | - Tejas Subramanian
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | | | | | | | | | | | | | | | - Sheeraz A Qureshi
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Sravisht Iyer
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
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Subramanian T, Merrill RK, Shahi P, Pathania S, Araghi K, Maayan O, Zhao E, Shinn D, Kim YE, Kamil R, Song J, Dalal SS, Vaishnav AS, Othman Y, Steinhaus ME, Sheha ED, Dowdell JE, Iyer S, Qureshi SA. Predictors of Subsidence and its Clinical Impact After Expandable Cage Insertion in Minimally Invasive Transforaminal Interbody Fusion. Spine (Phila Pa 1976) 2023; 48:1670-1678. [PMID: 36940252 DOI: 10.1097/brs.0000000000004619] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/27/2023] [Indexed: 03/22/2023]
Abstract
STUDY DESIGN Retrospective review of prospectively collected multisurgeon data. OBJECTIVE Examine the rate, clinical impact, and predictors of subsidence after expandable minimally invasive transforaminal lumbar interbody fusion (MI-TLIF) cage. SUMMARY OF BACKGROUND DATA Expandable cage technology has been adopted in MI-TLIF to reduce the risks and optimize outcomes. Although subsidence is of particular concern when using expandable technology as the force required to expand the cage can weaken the endplates, its rates, predictors, and outcomes lack evidence. MATERIALS AND METHODS Patients who underwent 1 or 2-level MI-TLIF using expandable cages for degenerative lumbar conditions and had a follow-up of >1 year were included. Preoperative and immediate, early, and late postoperative radiographs were reviewed. Subsidence was determined if the average anterior/posterior disc height decreased by >25% compared with the immediate postoperative value. Patient-reported outcomes were collected and analyzed for differences at the early (<6 mo) and late (>6 mo) time points. Fusion was assessed by 1-year postoperative computed tomography. RESULTS One hundred forty-eight patients were included (mean age, 61 yr, 86% 1-level, 14% 2-level). Twenty-two (14.9%) demonstrated subsidence. Although statistically not significant, patients with subsidence were older, had lower bone mineral density, and had higher body mass index and comorbidity burden. Operative time was significantly higher ( P = 0.02) and implant width was lower ( P < 0.01) for subsided patients. Visual analog scale-leg was significantly lower for subsided patients compared with nonsubsided patients at a >6 months time point. Long-term (>6 mo) patient-acceptable symptom state achievement rate was lower for subsided patients (53% vs . 77%), although statistically not significant ( P = 0.065). No differences existed in complication, reoperation, or fusion rates. CONCLUSIONS Of the patients, 14.9% experienced subsidence predicted by narrower implants. Although subsidence did not have a significant impact on most patient-reported outcome measures and complication, reoperation, or fusion rates, patients had lower visual analog scale-leg and patient-acceptable symptom state achievement rates at the >6-month time point. LEVEL OF EVIDENCE Level 4.
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Affiliation(s)
- Tejas Subramanian
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | | | - Shane Pathania
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | - Omri Maayan
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Eric Zhao
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Daniel Shinn
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Yeo Eun Kim
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | - Junho Song
- Hospital for Special Surgery, New York, NY
| | | | | | | | | | | | | | - Sravisht Iyer
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Sheeraz A Qureshi
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
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Araghi K, Fourman MS, Merrill RK, Maayan O, Zhao E, Pajak A, Subramanian T, Kim DN, Kamil R, Shahi P, Sheha ED, Dowdell JE, Iyer S, Qureshi SA. Postoperative Radiculitis After L5-S1 Anterior Lumbar Interbody Fusion. Spine (Phila Pa 1976) 2023; 48:1317-1325. [PMID: 37259185 DOI: 10.1097/brs.0000000000004740] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/24/2023] [Indexed: 06/02/2023]
Abstract
STUDY DESIGN Retrospective chart review. OBJECTIVE This study aimed to examine postoperative radiculitis after isolated L5-S1 anterior lumbar interbody fusion (ALIF), determine which factors contribute to its development, and investigate the comparative outcomes of patients with versus without postoperative radiculitis. SUMMARY OF BACKGROUND DATA Both standalone and traditionalALIF are common and safe lumbar spine fusion techniques. Although optimal safety and effectiveness are achieved through appropriate patient selection, postoperative radiculitis after L5-S1 ALIF is a potential complication that seems to be the least predictable in the absence of iatrogenic injury. PATIENTS AND METHODS All adult patients (18-80 yr) with preoperative radiculopathies who underwent L5-S1 ALIF by 9 board-certified spine surgeons at a single academic institution from January 2016 to December 2021 with a minimum of 3 months follow-up were included. Patient records were assessed for data on clinical characteristics and patient-reported outcome scores (patient-reported outcome measures). All patient records were evaluated to determine whether postoperative radiculitis developed. Radiographic measurements using x-rays were completed using all available pre and postoperative imaging. Multivariable logistic regressions were performed utilizing radiculitis as the dependent variable and various independent predictor variables. RESULTS One hundred forty patients were included, 48 (34%) patients developed postoperative radiculitis, with symptom onset and resolution occurring at 14.5 and 83 days, respectively. The two groups had no differences in preoperative or postoperative radiographic parameters. Multivariable regression showed 3 independent predictors of postoperative radiculitis: methylprednisolone use [OR: 6.032; (95% CI: 1.670-25.568)], increased implant height [OR: 1.509; (95% CI: 1.189-1.960)], and no posterior fixation [OR: 2.973; (95% CI: 1.353-0.806)]. CONCLUSIONS Of the 34% of patients who developed postoperative radiculitis after L5-S1 ALIF, it resolved on average within 3 months of surgery. These findings may help reduce the risk of undue short-term morbidity after isolated L5-S1 ALIF by informing preoperative counseling and intraoperative decision-making.
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Affiliation(s)
- Kasra Araghi
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Mitchell S Fourman
- Department of Orthopaedic Surgery, Orthopaedic Spine Service, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Robert K Merrill
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Omri Maayan
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Eric Zhao
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Anthony Pajak
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Tejas Subramanian
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - David N Kim
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Robert Kamil
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Pratyush Shahi
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Evan D Sheha
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - James E Dowdell
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Sravisht Iyer
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
| | - Sheeraz A Qureshi
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY
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Nakarai H, Lovecchio FC, Kim DN, Zhang B, Clohisy JC, Merrill RK, Pajak A, Du J, Kazarian GS, Kaidi AC, Samuel JT, Knopp RL, Kim HJ. The Association of Lumbar Plexus Lengthening with Neurologic Deficit After Adult Spinal Deformity Surgery. Spine (Phila Pa 1976) 2023:00007632-990000000-00421. [PMID: 37486038 PMCID: PMC10805965 DOI: 10.1097/brs.0000000000004782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 07/07/2023] [Indexed: 07/25/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE This study aimed to evaluate the association between nerve lengthening after adult deformity correction and motor deficits dervied from the upper lumbar plexus or femoral nerve. SUMMARY OF BACKGROUND DATA Adult spinal deformity (ASD) surgery is associated with high rates of neurological deficits. Certain postoperative deficits may be related to lengthening of the upper lumbar plexus (ULP) and/or femoral nerve (FN) after correction of lumbar deformity. METHODS Patients with ASD who underwent posterior-only corrective surgery from the sacrum to L3 or above were included. The length of each lumbar nerve root (NR) was calculated geometrically using the distance from the foramen to the midpoint between the anterosuperior iliac crest and pubic symphysis on AP and lateral radiographs. The mean lengths of the L1-3 and L2-4 NRs were used to define the lengths of the ULP and FN, respectively. Pre- to postoperative changes in nerve length were calculated. Neurological examination was performed at discharge. Proximal weakness (PW) was defined as the presence of weakness compared to baseline in either hip flexors or knee extensors. Multiple linear regression analysis was used for estimating the postoperative lengthening according to the magnitude of preoperative curvature and postoperative correction angles. RESULTS A total of 202 sides were analyzed in 101 patients, and PW was present on 15 (7.4%) sides in 10 patients. Excluding the 10 cases with three-column osteotomies, those with PW had a significantly higher rate of pure sagittal deformity (P<.001) and greater nerve lengthening than those without PW (ULP 24 vs 15 mm, P=0.02; FN 18 vs 11 mm, P=0.05). No patient had advanced imaging showing neural compression, and complete recovery of PW occurred in 8 patients at 1-year follow-up. CONCLUSIONS After ASD surgery, lengthening of the ULP was associated with PW. In preoperative planning, surgeons must consider how the type of correction may influence the risk for nerve lengthening, which may contribute to postoperative neurologic deficit. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Hiroyuki Nakarai
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Francis C Lovecchio
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - David N Kim
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Bo Zhang
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - John C Clohisy
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Robert K Merrill
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Anthony Pajak
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Jerry Du
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Gregory S Kazarian
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Austin C Kaidi
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Justin T Samuel
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Rachel L Knopp
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Han Jo Kim
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
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Merrill RK, Clohisy JC, Albert TJ, Qureshi SA. Concepts and Techniques to Prevent Cervical Spine Deformity After Spine Surgery: A Narrative Review. Neurospine 2023; 20:221-230. [PMID: 37016868 PMCID: PMC10080418 DOI: 10.14245/ns.2244780.390] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 12/22/2022] [Indexed: 04/03/2023] Open
Abstract
Adult cervical spine deformity is associated with decreased health-related quality of life, disability, and myelopathy. A number of radiographic parameters help to characterize cervical deformity and aid in the diagnosis and treatment. There are several etiologies for cervical spine deformity, the most common being iatrogenic. Additionally, spine surgery can accelerate adjacent segment degeneration which may lead to deformity. It is therefore important for all spine surgeons to be aware of the potential to cause iatrogenic cervical deformity. The aim of this review is to highlight concepts and techniques to prevent cervical deformity after spine surgery.
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Affiliation(s)
- Robert K. Merrill
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - John C. Clohisy
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Todd J. Albert
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Sheeraz A. Qureshi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA
- Corresponding Author Sheeraz A. Qureshi Department of Orthopedic Surgery, Minimally Invasive Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, 4th Floor, New York, NY 10021, USA
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Merrill RK, Ishmael TG, Samdani AF, Hwang SW, Pahys JM. Severe Cervical Kyphosis and Spondyloptosis with Myelopathy in Larsen Syndrome: A Report of 2 Cases. JBJS Case Connect 2021; 11:01709767-202109000-00062. [PMID: 35102030 DOI: 10.2106/jbjs.cc.21.00236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
CASE Two patients (ages 5 and 14 years) with Larsen syndrome and severe cervical kyphosis (patient 1) and spondyloptosis (patient 2), as well as complete anterior-posterior dissociation of the cervical spine, presented with severe, progressive myelopathy. Both patients underwent preoperative halo-gravity traction to slowly reduce the deformity followed by staged anterior-posterior decompression and fusion. Both patients demonstrated complete return of neurologic function. CONCLUSION Patients with Larsen syndrome should be screened for cervical deformity at the time of diagnosis. Proper screening will facilitate early detection and treatment of significant deformities to prevent neurologic deterioration, which can be catastrophic in these patients.
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Affiliation(s)
- Robert K Merrill
- Department of Orthopaedic Surgery, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
| | - Terrence G Ishmael
- Department of Orthopaedic Surgery, Robert Wood Johnson University Hospital, New Brunswick, New Jersey
| | - Amer F Samdani
- Shriners Hospitals for Children-Philadelphia, Philadelphia, Pennsylvania
| | - Steven W Hwang
- Shriners Hospitals for Children-Philadelphia, Philadelphia, Pennsylvania
| | - Joshua M Pahys
- Shriners Hospitals for Children-Philadelphia, Philadelphia, Pennsylvania
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Vaishnav AS, Merrill RK, Sandhu H, McAnany SJ, Iyer S, Gang CH, Albert TJ, Qureshi SA. A Review of Techniques, Time Demand, Radiation Exposure, and Outcomes of Skin-anchored Intraoperative 3D Navigation in Minimally Invasive Lumbar Spinal Surgery. Spine (Phila Pa 1976) 2020; 45:E465-E476. [PMID: 32224807 DOI: 10.1097/brs.0000000000003310] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE To describe our technique for and evaluate the time demand, radiation exposure and outcomes of skin-anchored intraoperative three-dimensional navigation (ION) in minimally invasive (MIS) lumbar surgery, and to compare these parameters to 2D fluoroscopy for MI-TLIF. SUMMARY OF BACKGROUND DATA Limited visualization of anatomic landmarks and narrow access corridor in MIS procedures result in greater reliance on image guidance. Although two-dimensional fluoroscopy has historically been used, ION is gaining traction. METHODS Patients who underwent MIS lumbar microdiscectomy, laminectomy, or MI-TLIF using skin-anchored ION and MI-TLIF by the same surgeon using 2D fluoroscopy were selected. Operative variables, radiation exposure, and short-term outcomes of all procedures were summarized. Time-demand and radiation exposure of fluoroscopy and ION for MI-TLIF were compared. RESULTS Of the 326 patients included, 232 were in the ION cohort (92 microdiscectomies, 65 laminectomies, and 75 MI-TLIFs) and 94 in the MI-TLIF using 2D fluoroscopy cohort. Time for ION setup and image acquisition was a median of 22 to 24 minutes. Total fluoroscopy time was a median of 10 seconds for microdiscectomy, 9 for laminectomy, and 26 for MI-TLIF. Radiation dose was a median of 15.2 mGy for microdiscectomy, 16.6 for laminectomy, and 44.6 for MI-TLIF, of this, 93%, 95%, and 37% for microdiscectomy, laminectomy, and MI-TLIF, respectively were for ION image acquisition, with the rest attributable to the procedure. There were no wrong-level surgeries. Compared with fluoroscopy, ION for MI-TLIF resulted in lower operative times (92 vs. 108 min, P < 0.0001), fluoroscopy time (26 vs. 144 s, P < 0.0001), and radiation dose (44.6 vs. 63.1 mGy, P = 0.002), with equivalent time-demand and length of stay. ION lowered the radiation dose by 29% for patients and 55% for operating room personnel. CONCLUSION Skin-anchored ION does not increase time-demand compared with fluoroscopy, is feasible, safe and accurate, and results in low radiation exposure. LEVEL OF EVIDENCE 3.
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Affiliation(s)
| | | | - Harvinder Sandhu
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Steven J McAnany
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Sravisht Iyer
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | - Todd J Albert
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Sheeraz A Qureshi
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medical College, New York, NY
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8
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Thompson J, Merrill RK, Qureshi SA, Leven DM. Compression of the S1 Nerve Root by an Extradural Vascular Malformation: A Case Report and Discussion of Atypical Causes of Lumbar Radiculopathy. Int J Spine Surg 2020; 14:96-101. [PMID: 32128309 DOI: 10.14444/7013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
We present a case of lumbar radiculopathy due to a vascular malformation in the lumbar spine and discuss various causes of atypical lumbar radiculopathy. Lumbar radiculopathy is a condition of neurologic deficits and painful symptoms of the lower extremities due to nerve root compression, most commonly at the L5 and S1 levels. Several factors contribute to lumbar radiculopathy, including intervertebral disc herniation, foraminal stenosis, and spinal instability. There are also a number of atypical causes, including medication side effects or metabolic disorders, which produce symptoms of radiculopathy but do not involve compression of the nerve root. Anatomic variations in the nerve roots or vascular supply surrounding the nerve root may also increase the risk of developing radiculopathy and serve as an obstacle to interpreting imaging during a preoperative workup. A 38-year-old woman presented with sudden onset radicular symptoms in her right lower extremity. Lumbar magnetic resonance imaging demonstrated a right-sided L5-S1 extruded nucleus pulposus. Her symptoms failed to improve after conservative management so she underwent surgical decompression of L4-S1. Intraoperatively, we discovered an extensive, extradural vascular malformation present at the L5-S1 level and believed this to be the true cause of her radiculopathy. This case represents an atypical cause of lumbar radiculopathy and demonstrates the importance of considering atypical causes during diagnostic workup and preoperative planning.
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Affiliation(s)
- Jeffrey Thompson
- Department of Orthopedic Surgery, Nassau University Medical Center-East Meadow, New York
| | - Robert K Merrill
- Department of Orthopedic Surgery, Montefiore Medical Center -New York, New York
| | - Sheeraz A Qureshi
- Department of Orthopedic Surgery, Hospital for Special Surgery - New York, New York
| | - Dante M Leven
- Department of Orthopedic Surgery, Nassau University Medical Center-East Meadow, New York
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Merrill RK, Ferrandino RM, Hoffman R, Shaffer GW, Ndu A. Machine Learning Accurately Predicts Short-Term Outcomes Following Open Reduction and Internal Fixation of Ankle Fractures. J Foot Ankle Surg 2019; 58:410-416. [PMID: 30803914 DOI: 10.1053/j.jfas.2018.09.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Indexed: 02/03/2023]
Abstract
Ankle fractures are common orthopedic injuries with favorable outcomes when managed with open reduction and internal fixation (ORIF). Several patient-related risk factors may contribute to poor short-term outcomes, and machine learning may be a valuable tool for predicting outcomes. The objective of this study was to evaluate machine-learning algorithms for accurately predicting short-term outcomes after ORIF for ankle fractures. The Nationwide Inpatient Sample and Nationwide Readmissions Database were queried for adult patients ≥18 years old who underwent ORIF of an ankle fracture during 2013 or 2014. Morbidity and mortality, length of stay >3 days, and 30-day all-cause readmission were the outcomes of interest. Two machine-learning models were created to identify patient and hospital characteristics associated with the 3 outcomes. The machine learning models were evaluated using confusion matrices and receiver operating characteristic area under the curve values. A total of 16,501 cases were drawn from the Nationwide Inpatient Sample and used to assess morbidity and mortality and length of stay >3 days, and 33,504 cases were drawn from the Nationwide Readmissions Database to assess 30-day readmission. Older age, Medicaid, Medicare, deficiency anemia, congestive heart failure, chronic lung disease, diabetes, hypertension, and renal failure were the variables associated with a statistically significant increased risk of developing all 3 adverse events. Logistic regression and gradient boosting had similar area under the curve values for each outcome, but gradient boosting was more accurate and more specific for predicting each outcome. Our results suggest that several comorbidities may be associated with adverse short-term outcomes after ORIF of ankle fractures, and that machine learning can accurately predict these outcomes.
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Affiliation(s)
- Robert K Merrill
- Orthopedic Surgery Resident, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA.
| | - Rocco M Ferrandino
- Ear Nose and Throat Resident, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Ryan Hoffman
- Orthopedic Surgery Resident, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA
| | - Gene W Shaffer
- Orthopedic Surgeon, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA
| | - Anthony Ndu
- Orthopedic Surgeon, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA
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Kumar A, Merrill RK, Overley SC, Leven DM, Meaike JJ, Vaishnav A, Gang C, Qureshi SA. Radiation Exposure in Minimally Invasive Transforaminal Lumbar Interbody Fusion: The Effect of the Learning Curve. Int J Spine Surg 2019; 13:39-45. [PMID: 30805285 DOI: 10.14444/6006] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background Minimally invasive transforaminal lumbar interbody fusion (MI-TLIF) has comparable fusion rates and outcomes to the open approach, though many surgeons avoid the technique due to an initial learning curve. No current studies have examined the learning curve of MI-TLIF with respect to fluoroscopy time and exposure. Our objective with this retrospective review was to therefore use a repeatable mathematical model to evaluate the learning curve of MI-TLIF with a focus on fluoroscopy time and exposure. Methods We conducted a retrospective review of single level, primary fusions performed by a single surgeon during his initial experience with minimally invasive spine surgery. Chronologic case number was plotted against variables of interest, and learning was identified as the point at which the instantaneous rate of change of a curve fit to the data set equaled the average rate of change of the data set. Results One hundred nine cases were reviewed. Proficiency in operative time was achieved at 38 cases with the first 38 requiring a median of 137 minutes compared to 104 minutes for the latter 71 cases (P < .0001). Mastery of fluoroscopy use occurred at case 51. The median fluoroscopy time for the first 51 cases was 2.8 minutes, which dropped to 2.1 minutes for cases 52 to 109 (P < .0001). The complication rate plateaued after 43 cases, with 3 of 11 total complications occurring in the latter 76 cases. Conclusions Our results demonstrate the most gradual learning occurred with respect to fluoroscopy time and exposure, and operative time improved the quickest. Level of Evidence IV. Clinical Relevance These findings may guide spine surgeon education and training in minimally invasive techniques, and help determine safe case loads for radiation exposure during the initial learning phase of the technique. The model used to identify the learning curve can also be applied to several fields and surgical techniques.
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Affiliation(s)
- Abhishek Kumar
- Department of Orthopedic Surgery-Icahn School of Medicine at Mount Sinai, New York, New York
| | - Robert K Merrill
- Department of Orthopedic Surgery-Icahn School of Medicine at Mount Sinai, New York, New York
| | - Samuel C Overley
- Department of Orthopedic Surgery-Icahn School of Medicine at Mount Sinai, New York, New York
| | - Dante M Leven
- Department of Orthopedic Surgery-Icahn School of Medicine at Mount Sinai, New York, New York
| | - Joshua J Meaike
- Department of Orthopedic Surgery-Icahn School of Medicine at Mount Sinai, New York, New York
| | - Avani Vaishnav
- Department of Orthopedic Surgery-Hospital for Special Surgery, New York, New York
| | - Catherine Gang
- Department of Orthopedic Surgery-Hospital for Special Surgery, New York, New York
| | - Sheeraz A Qureshi
- Department of Orthopedic Surgery-Hospital for Special Surgery, New York, New York
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11
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Overley SC, McAnany SJ, Anwar MA, Merrill RK, Lovy A, Guzman JZ, Zhadanov S, Doshi A, Rothenberg E, Vaishnav A, Gang C, Qureshi SA. Predictive Factors and Rates of Fusion in Minimally Invasive Transforaminal Lumbar Interbody Fusion Utilizing rhBMP-2 or Mesenchymal Stem Cells. Int J Spine Surg 2019; 13:46-52. [PMID: 30805286 DOI: 10.14444/6007] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Background Several fusion adjuncts exist to enhance fusion rates during minimally invasive transforaminal lumbar interbody fusion (MI-TLIF). The objective of this study was to compare fusion rates in patients undergoing MI-TLIF with either rhBMP-2 or cellularized bone matrix (CBM). Methods We conducted a single surgeon retrospective cohort study of patients who underwent MI-TLIF with either rhBMP-2 or CBM placed in an interbody cage. Single and multilevel procedures were included. Fusion was assessed on computed tomography scans at 12-month follow-up by an independent, blinded, board-certified neuroradiologist. Fusion rates and rate of revision surgery were compared with a Fisher exact test between the 2 groups. A multivariate regression analysis was performed to identify patient factors that were predictive of radiographic nonunion after MI-TLIF. Results A total of 93 fusion levels in 78 patients were reviewed. Thirty-nine patients received CBM, and 39 patients received rhBMP-2. The patients receiving rhBMP-2 were older on average (61.4 vs 55.6, P = .03). The overall fusion rate was 68% in the CBM group (32/47 levels) and 78% in the rhBMP-2 group (36/46) (P = .35). Only preoperative hypertension was predictive of radiographic nonunion (odds ratio = 3.5, P = .05). There were 3 smokers in the CBM group and 4 smokers in the BMP group, and 1 in each group experienced radiographic pseudarthrosis. A total of 4 patients, 3 in the CBM group and 1 in the BMP group (P = .61), required revision for symptomatic pseudarthrosis. All of these patients had a single-level index procedure. Conclusions There were no differences in radiographic fusion and rate of revision surgery in patients who underwent MI-TLIF with either rhBMP-2 or CBM as fusion adjuncts. Level of Evidence 3. Clinical Relevance Both rhBMP-2 and CBMs can be used as effective fusion adjuncts without any clear advantage of one over the other.
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Affiliation(s)
- Samuel C Overley
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Steven J McAnany
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, New York
| | - Muhammad A Anwar
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Robert K Merrill
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Andrew Lovy
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Javier Z Guzman
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Sergey Zhadanov
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Amish Doshi
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Edward Rothenberg
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Avani Vaishnav
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, New York
| | - Catherine Gang
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, New York
| | - Sheeraz A Qureshi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, New York
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12
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Kim JS, Phan K, Cheung ZB, Lee N, Vargas L, Arvind V, Merrill RK, Gidumal S, Di Capua J, Overley S, Dowdell J, Cho SK. Surgical, Radiographic, and Patient-Related Risk Factors for Proximal Junctional Kyphosis: A Meta-Analysis. Global Spine J 2019; 9:32-40. [PMID: 30775206 PMCID: PMC6362551 DOI: 10.1177/2192568218761362] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
STUDY DESIGN Meta-analysis. OBJECTIVE Proximal junctional kyphosis (PJK) is a complication of surgical management for adult spinal deformity with a multifactorial etiology. Many risk factors are controversial and their relative importance are not fully understood. We aimed to identify the surgical, radiographic, and patient-related risk factors associated with PJK and proximal junctional failure (PJF). METHODS A systematic literature search was performed using PubMed, Cochrane Database of Systematic Reviews, and EMBASE. The inclusion criteria included prospective randomized control trials and prospective/retrospective cohort studies of adult patients with radiographic evidence of PJK, which was defined as a proximal junctional sagittal Cobb angle ≥10° and at least 10° greater than the preoperative measurement. Studies required a minimum of 10 patients and 12 months of follow-up. RESULTS A total of 14 unique studies, including 1908 patients were included. The pooled analysis showed significant differences between the PJK and non-PJK groups in age (weighted mean difference [WMD] -3.80; P = .03), prevalence of osteopenia/osteoporosis (odds ratio [OR] 1.99; P = .0004), preoperative sagittal vertical axis (SVA) (WMD -17.52; P = .02), preoperative lumbar lordosis (LL) (WMD -1.22; P = .002), pedicle screw instrumentation at the upper instrumented vertebra (UIV) (OR 1.67; P = .02), change in SVA (WMD -11.87; P = .01), fusion to sacrum/pelvis/ilium (OR 2.14; P < .00 001), change in LL (WMD -5.61; P = .01), and postoperative SVA (WMD -7.79; P = .008). CONCLUSIONS Our meta-analysis suggests that age, osteopenia/osteoporosis, high preoperative SVA, high postoperative SVA, low preoperative LL, use of pedicle screws at the UIV, SVA change/correction, LL change/correction, and fusion to sacrum/pelvis/iliac region are risk factors for PJK.
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Affiliation(s)
- Jun S. Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kevin Phan
- Prince of Wales Private Hospital, Sydney, New South Wales, Australia,University of New South Wales (UNSW), Sydney, New South Wales, Australia
| | - Zoe B. Cheung
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nam Lee
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Luilly Vargas
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Varun Arvind
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Sunder Gidumal
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - John Di Capua
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel Overley
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James Dowdell
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel K. Cho
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Samuel K. Cho, Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, 4th Floor, New York, NY 10029, USA.
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13
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Merrill RK, Ferrandino RM, Hoffman R, Ndu A, Shaffer GW. Identifying Risk Factors for 30-Day Readmissions After Triple Arthrodesis Surgery. J Foot Ankle Surg 2019; 58:109-113. [PMID: 30448379 DOI: 10.1053/j.jfas.2018.08.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Indexed: 02/03/2023]
Abstract
Rigid flatfoot deformity is a debilitating condition that can be managed by triple arthrodesis surgery. Triple arthrodesis has the potential to restore health-related quality of life, but it is also associated with several complications. Few studies have examined the 30-day readmission rates after triple arthrodesis. The objective of this study was to investigate risk factors for 30-day all-cause readmissions after triple arthrodesis. The nationwide readmission database was queried from 2013. By using International Classification of Disease, Ninth Revision, procedure codes, all triple arthrodesis procedures were identified. Demographic factors, comorbidities, insurance status, and hospital characteristics were statistically compared between patients who experienced a 30-day readmission and those who did not. Multivariable logistic regression was used to identify independent risk factors for 30-day readmission. Overall, 1916 triple arthrodesis cases were identified. The overall 30-day readmission rate after triple arthrodesis was 4.6%. Univariate analysis revealed a statistically higher proportion of patients with electrolyte abnormalities (13.8% vs 4.6%; p < .01) in the patients who were readmitted within 30 days compared with those who were not. Multivariable analysis demonstrated Medicaid insurance, relative to private insurance, as the only statistically significant predictor of 30-day readmission with an odds ratio of 4.43 (p < .05). These results suggest that patients of lower socioeconomic status may be at a greater risk for development of a short-term readmission after triple arthrodesis surgery. These findings are important for surgeon and patient communication, counseling, and postoperative care when choosing to pursue triple arthrodesis surgery.
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Affiliation(s)
- Robert K Merrill
- Resident, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA.
| | - Rocco M Ferrandino
- Resident, Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Ryan Hoffman
- Resident, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA
| | - Anthony Ndu
- Surgeon, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA
| | - Gene W Shaffer
- Surgeon, Department of Orthopedic Surgery, Albert Einstein Medical Center, Philadelphia, PA
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14
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Overley SC, McAnany SJ, Andelman S, Kim J, Merrill RK, Cho SK, Qureshi SA, Hecht AC. Return to Play in Adolescent Athletes With Symptomatic Spondylolysis Without Listhesis: A Meta-Analysis. Global Spine J 2018; 8:190-197. [PMID: 29662750 PMCID: PMC5898678 DOI: 10.1177/2192568217734520] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
STUDY DESIGN Meta-analysis. OBJECTIVES To assess return to play (RTP) rates in adolescent athletes with lumbar spondylolysis without spondylolisthesis treated conservatively or operatively. METHODS A review of Medline, EMBASE, and Cochrane Reviews was performed. The pooled results were performed by calculating the effect size based on the logit event rate. Studies were weighted by the inverse of the variance. Confidence intervals were reported at 95%. Heterogeneity was assessed using the Q statistic and I2 value. RESULTS The initial literature search resulted in 724 articles, of which 29 were deemed relevant on abstract review. Overall, 11 studies provided data for 376 patients with a pars interarticularis defect. Return to athletic competition, based on logit event rate, was found to be statistically favored after both nonoperative and operative treatment (92.2% vs 90.3%). There was no heterogeneity noted among the studies reporting nonoperative treatment (Q value of 4.99 and I2 value of 0). There was mild heterogeneity within the operative studies (Q value of 3.54 and I2 value of 15.18). CONCLUSIONS Adolescent athletes RTP 92.2% of the time with nonoperative management, compared with 90.3% when treated operatively, though both treatment groups strongly favor RTP. As this is the first study to pool results of all relevant literature, it provides strong evidence to guide decision making and help manage expectations in this unique patient population.
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Affiliation(s)
| | | | - Steve Andelman
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jun Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Samuel K. Cho
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Andrew C. Hecht
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Andrew C. Hecht, Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, 4th Floor, Box 1188, New York, NY 10029, USA.
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15
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Merrill RK, Kim JS, McNeill IT, Overley SC, Dowdell JE, Caridi JM, Cho SK. Negative Sagittal Balance Following Adult Spinal Deformity Surgery. Global Spine J 2018; 8:149-155. [PMID: 29662745 PMCID: PMC5898670 DOI: 10.1177/2192568217699187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Elucidate negative sagittal balance following adult spinal deformity surgery. METHODS We conducted a retrospective review of adult spinal deformity patients who underwent long fusion (>5 levels) to the sacrum by a single surgeon at a single institution between 2011 and 2015. Patients were divided into cohorts of postoperative sagittal vertical axis (SVA) <-10 mm, between -10 and +10 mm, or >+10 mm, denoted as groups 1, 2, and 3, respectively. Univariate analysis compared preoperative factors between the groups, and a multivariable logistic regression model was used to determine independent risk factors for developing a negative sagittal balance (SVA<-10 mm) following adult spinal deformity correction. RESULTS We reviewed 8 patients in group 1, 9 patients in group 2, and 25 patients in group 3. The average postoperative SVA for group 1, group 2, and group 3 were -30.99, +3.67, and +55.56 mm, respectively. There was a trend toward higher upper-instrumented vertebra (UIV) in group 1 (T2) compared with group 2 (T10) and group 3 (T9) (P = .05). A trend toward lower preoperative SVA in groups 1 and 2 compared with group 3 was also seen (+53.36 vs +71.73 vs +122.80 mm) (P = .06). Finally, we found a trend toward lower body mass index in group 1 compared with groups 2 and 3 (24.71 vs 25.92 vs 29.33 kg/m2) (P = .07). Based on multivariable regression, higher UIV was found to be a statistically significant independent predictor for developing a postoperative negative sagittal balance of <-10 mm (P = .02, odds ratio = 0.67). CONCLUSIONS Our results demonstrate that a higher UIV may predispose patients undergoing adult spinal deformity correction to have a postoperative negative sagittal balance.
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Affiliation(s)
| | - Jun S. Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ian T. McNeill
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | | | - John M. Caridi
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel K. Cho
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Samuel K. Cho, 5 East 98th Street, Box 1188, New York, NY 10029, USA.
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16
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Merrill RK, Kim JS, Leven DM, Kim JH, Meaike JJ, Bronheim RS, Suchman KI, Nowacki D, Gidumal SS, Cho SK. Differences in Fundamental Sagittal Pelvic Parameters Based on Age, Sex, and Race. Clin Spine Surg 2018. [PMID: 28622188 DOI: 10.1097/bsd.0000000000000555] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
STUDY DESIGN This is a retrospective cohort study. OBJECTIVE To determine whether age, sex, and race have independent effects on sagittal pelvic parameters. SUMMARY OF BACKGROUND DATA Pelvic parameters and sagittal balance correlate with health-related quality of life and are important for patient assessment and surgical planning. Age, sex, and race are 3 unalterable patient factors that may influence pelvic morphology. METHODS We conducted a retrospective review of consecutive adult patients who presented to our radiology practice between 2010 and 2015 and had a standing, lateral lumbosacral radiograph. Any patients without both femoral heads and L1-S1 visible on the radiograph, and any patients presenting with traumatic injury, coronal deformity, prior instrumentation, spondylolisthesis, or neoplasm of the spine were excluded. Univariate analysis determined differences in measurements among African American, white, and Hispanic races, as well as between male and female sexes. Correlation analysis between age and different measurements was also conducted. Multivariable regression was then used to determine the independent effect of age, sex, and race on pelvic parameters. RESULTS We investigated 1801 adults (older than 18 y) and 1246 had a recorded race. There were 1165 women, 636 men, 525 whites, 404 African Americans, and 317 Hispanics. Multivariable regression demonstrated a statistically significant increase in pelvic tilt (PT), pelvic incidence (PI), and pelvic incidence-lumbar lordosis (PI-LL) with aging, and statistically significant decrease in sacral slope (SS) and LL with aging. Women had a statistically greater LL than men. African Americans had a statistically smaller PT and greater SS and PI-LL relative to whites, while Hispanics had a statistically smaller PT and PI-LL, and a statistically greater SS and LL relative to whites. CONCLUSIONS Pelvic parameters were different between sexes, among races, and changed with age. These findings are important for patient assessment and preoperative planning to obtain optimal sagittal balance. LEVEL OF EVIDENCE Level 3.
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Affiliation(s)
- Robert K Merrill
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Jun S Kim
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Dante M Leven
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Joung Heon Kim
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Joshua J Meaike
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Rachel S Bronheim
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Kelly I Suchman
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Doug Nowacki
- Department of Orthopedic Surgery, Mount Sinai St. Luke's and Mount Sinai Roosevelt Hospital, New York City, NY
| | - Sunder S Gidumal
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
| | - Samuel K Cho
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai
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17
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McAnany SJ, Merrill RK, Brochin RL, Overley SC, Kim JS, Qureshi SA. Comparing the 5-Year Health State Utility Value of Cervical Disc Replacement and Anterior Cervical Discectomy and Fusion. Global Spine J 2018; 8:6-10. [PMID: 29456909 PMCID: PMC5810897 DOI: 10.1177/2192568217721893] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN Health utility analysis. OBJECTIVES To determine the health state utility (HSU) of 1- and 2-level anterior cervical discectomy and fusion (ACDF) and cervical disc replacement (CDR). METHODS Data from the Medtronic Prestige Cervical Disc investigational device exemption studies was used. Four groups were defined: 1-level ACDF, 1-level CDR, 2-level ACDF, and 2-level CDR. The 36-item Short Form Health Survey (SF-36) was collected at baseline, 12 months, 24 months, 36 months, and 60 months postoperatively and converted into utility scores for each time point. A repeated-measures 1-way analysis of variance (ANOVA) was used to detect differences among groups. Tukey's method for multiple comparisons was used to determine which means within the groups were statistically different (P < .05). RESULTS We found a statistically significant difference in HSU among groups as determined by repeated-measures 1-way ANOVA (P = .0008). Post hoc analysis indicated that 1-level ACDF had a statistically lower utility score compared with 1- and 2-level CDR (P = .04 and P = .02, respectively). Similarly, 2-level ACDF had lower utility values compared with 2-level CDR (P = .010). One-level ACDF utility values were not different from 2-level ACDF values (P = .55). Similarly, 1-level CDR and 2-level CDR did not have different utility values (P = .67). CONCLUSIONS Overall, CDR had higher health state utility scores for 1- and 2-level procedures at every time point. This study indicates that CDR results in a higher postoperative health utility state than ACDF, and may therefore be an effective alternative to ACDF for treating degenerative conditions of the cervical spine.
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Affiliation(s)
| | | | | | | | - Jun S. Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sheeraz A. Qureshi
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Sheeraz A. Qureshi, Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, 4th Floor, New York, NY, USA.
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18
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Overley SC, Merrill RK, Baird EO, Meaike JJ, Cho SK, Hecht AC, Qureshi SA. Is Cervical Bracing Necessary After One- and Two-Level Instrumented Anterior Cervical Discectomy and Fusion? A Prospective Randomized Study. Global Spine J 2018; 8:40-46. [PMID: 29456914 PMCID: PMC5810890 DOI: 10.1177/2192568217697318] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Prospective randomized control trial. OBJECTIVE To investigate the role of cervical collars in postoperative care following 1- and 2-level instrumented anterior cervical discectomy and fusion (ACDF). METHODS The Cervical Spine Research Society Resident Fellow Grant funded this project. Fifty consecutive patients undergoing 1- or 2-level ACDF surgery were randomized into groups receiving either no brace or a cervical brace for 6 weeks postoperatively. Neck Disability Index scores were recorded preoperatively and at regular follow-up visits up to 1 year. Computed tomography scans were read 1 year postoperatively to determine fusion rates, and subsidence was measured as change in middle vertebral distance between initial postoperative and 6-month follow-up lateral cervical radiographs. RESULTS Twenty-two patients were in the no-brace group, and 22 patients were in the brace group at final follow-up, with an average age of 50 and 55 years, respectively. The no-brace group had a total of 32 operative levels, whereas the brace group had 38 operative levels. There was no statistically significant difference in 1-year postoperative Neck Disability Index scores between the brace (9.30) and no-brace (6.95) groups (P = .28), in 6-month subsidence of all operative levels between the brace (0.85 mm) and no-brace (0.79 mm) groups (P = .72), or in the proportion of fused levels between the brace (89%) and no-brace (97%) groups (P = .37). CONCLUSIONS Our results suggest no advantage in wearing a cervical brace following 1- or 2-level ACDF surgery with respect to 1-year outcome scores, 1-year fusion rates, and 6-month subsidence.
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Affiliation(s)
- Samuel C. Overley
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert K. Merrill
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Evan O. Baird
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joshua J. Meaike
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel K. Cho
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Andrew C. Hecht
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sheeraz A. Qureshi
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Sheeraz A. Qureshi, Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA.
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19
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McAnany SJ, Merrill RK, Overley SC, Kim JS, Brochin RL, Qureshi SA. Investigating the 7-Year Cost-Effectiveness of Single-Level Cervical Disc Replacement Compared to Anterior Cervical Discectomy and Fusion. Global Spine J 2018; 8:32-39. [PMID: 29456913 PMCID: PMC5810898 DOI: 10.1177/2192568217726283] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN Cost-effectiveness analysis. OBJECTIVES To determine the 7-year cost-effectiveness of cervical disc replacement (CDR) and anterior cervical discectomy and fusion (ACDF). METHODS We analyzed 7-year Short Form-36 Health Survey data collected from the Prestige Cervical Disc investigational device exemption study (IDE). The SF-6D algorithm was used to convert this data into health state utilities. Costs were calculated from the payer perspective, and quality adjusted life years (QALYs) were used to represent effectiveness. A Markov transition-state model was used to evaluate the cost-effectiveness of single-level CDR versus ACDF, and a Monte Carlo simulation was performed to assess the probabilistic sensitivity of the model. RESULTS CDR generated a 7-year cost of $172 989 compared to a 7-year cost of $143 714 for ACDF. CDR generated 4.53 QALYs compared to 3.85 QALYs generated by ACDF. The cost-effectiveness ratio of CDR was $38 247/QALY, while the cost-effectiveness ratio of ACDF was $37 325/QALY. The incremental cost-effectiveness ratio of CDR was $43 522/QALY, under the willingness to pay threshold of $50 000/QALY. Our probabilistic sensitivity analysis demonstrated CDR would be chosen 56% of the time based on 10 000 simulations. CONCLUSIONS Single-level CDR and ACDF were both cost-effective strategies at 7 years for treating degenerative conditions of the cervical spine. Both the Markov simulation and the Monte Carlo simulation demonstrate CDR to be the more cost-effective strategy at 7 years. Continued analysis of IDE data should be performed to validate long-term cost-effectiveness of these treatment strategies.
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Affiliation(s)
| | | | | | - Jun S. Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Sheeraz A. Qureshi
- Hospital for Special Surgery, New York, NY, USA,Sheeraz A. Qureshi, Department of Orthopedic Surgery, Hospital for Special Surgery, 5 East 98th St, 4th Floor, New York, NY 10029, USA.
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McAnany SJ, Overley SC, Anwar MA, Cutler HS, Guzman JZ, Kim JS, Merrill RK, Cho SK, Hecht AC, Qureshi SA. Comparing the Incidence of Index Level Fusion Following Minimally Invasive Versus Open Lumbar Microdiscectomy. Global Spine J 2018; 8:11-16. [PMID: 29456910 PMCID: PMC5810896 DOI: 10.1177/2192568217718818] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVES To determine the incidence of index level fusion following open or minimally invasive lumbar microdiscectomy. METHODS We conducted a retrospective review of 174 patients with a symptomatic single-level lumbar herniated nucleus pulposus who underwent microdiscectomy via a mini-open approach (MIS; 39) or through a minimally invasive dilator tube (135). Outcomes of interest included revision microdiscectomy and the ultimate need for index level fusion. Continuous variables were analyzed with independent sample t test, and χ2 analysis was used for categorical data. A multivariate regression analysis was performed to identify predictive factors for patients that required index level fusion after lumbar microdiscectomy. RESULTS There was no difference in patient demographics in the open and MIS groups aside from length of follow-up (60.4 vs 40.03 months, P < .0001) and body mass index (24.72 vs 27.21, P = .03). The rate of revision microdiscectomy was not statistically significant between open and MIS approaches (10.3% vs 10.4%, P = .90). The rate of patients who ultimately required index level fusion approached significance, but was not statistically different between open and MIS approaches (10.3% vs 4.4%, P = .17). Multivariate regression analysis indicated that the need for eventual index level fusion after lumbar microdiscectomy was statistically predicted in smokers and those patients who underwent revision microdiscectomy (P < .05) in both open and MIS groups. CONCLUSIONS Our results suggest a low likelihood of patients ultimately requiring fusion following microdiscectomy with predictors including smoking status and a history of revision microdiscectomy.
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Affiliation(s)
| | | | | | - Holt S. Cutler
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Jun S. Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Samuel K. Cho
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Sheeraz A. Qureshi
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Sheeraz A. Qureshi, Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA.
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Overley SC, McAnany SJ, Brochin RL, Kim JS, Merrill RK, Qureshi SA. The 5-year cost-effectiveness of two-level anterior cervical discectomy and fusion or cervical disc replacement: a Markov analysis. Spine J 2018; 18:63-71. [PMID: 28673826 DOI: 10.1016/j.spinee.2017.06.036] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2017] [Revised: 05/23/2017] [Accepted: 06/26/2017] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Anterior cervical discectomy and fusion (ACDF) and cervical disc replacement (CDR) are both acceptable surgical options for the treatment of cervical myelopathy and radiculopathy. To date, there are limited economic analyses assessing the relative cost-effectiveness of two-level ACDF versus CDR. PURPOSE The purpose of this study was to determine the 5-year cost-effectiveness of two-level ACDF versus CDR. STUDY DESIGN The study design is a secondary analysis of prospectively collected data. PATIENT SAMPLE Patients in the Prestige cervical disc investigational device exemption (IDE) study who underwent either a two-level CDR or a two-level ACDF were included in the study. OUTCOME MEASURES The outcome measures were cost and quality-adjusted life years (QALYs). MATERIALS AND METHODS A Markov state-transition model was used to evaluate data from the two-level Prestige cervical disc IDE study. Data from the 36-item Short Form Health Survey were converted into utilities using the short form (SF)-6D algorithm. Costs were calculated from the payer perspective. QALYs were used to represent effectiveness. A probabilistic sensitivity analysis (PSA) was performed using a Monte Carlo simulation. RESULTS The base-case analysis, assuming a 40-year-old person who failed appropriate conservative care, generated a 5-year cost of $130,417 for CDR and $116,717 for ACDF. Cervical disc replacement and ACDF generated 3.45 and 3.23 QALYs, respectively. The incremental cost-effectiveness ratio (ICER) was calculated to be $62,337/QALY for CDR. The Monte Carlo simulation validated the base-case scenario. Cervical disc replacement had an average cost of $130,445 (confidence interval [CI]: $108,395-$152,761) with an average effectiveness of 3.46 (CI: 3.05-3.83). Anterior cervical discectomy and fusion had an average cost of $116,595 (CI: $95,439-$137,937) and an average effectiveness of 3.23 (CI: 2.84-3.59). The ICER was calculated at $62,133/QALY with respect to CDR. Using a $100,000/QALY willingness to pay (WTP), CDR is the more cost-effective strategy and would be selected 61.5% of the time by the simulation. CONCLUSIONS Two-level CDR and ACDF are both cost-effective strategies at 5 years. Neither strategy was found to be more cost-effective with an ICER greater than the $50,000/QALY WTP threshold. The assumptions used in the analysis were strongly validated with the results of the PSA.
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Affiliation(s)
- Samuel C Overley
- Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, New York City, NY, USA
| | - Steven J McAnany
- Department of Orthopedic Surgery, Washington University Orthopedics, 660 Euclid Avenue, St. Louis, MO, USA
| | - Robert L Brochin
- Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, New York City, NY, USA
| | - Jun S Kim
- Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, New York City, NY, USA
| | - Robert K Merrill
- Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, New York City, NY, USA
| | - Sheeraz A Qureshi
- Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, New York City, NY, USA.
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Merrill RK, Kim JS, Leven DM, Meaike JJ, Kim JH, Cho SK. A Preliminary Algorithm Using Spine Measurement Software to Predict Sagittal Alignment Following Pedicle Subtraction Osteotomy. Global Spine J 2017; 7:543-551. [PMID: 28894684 PMCID: PMC5582712 DOI: 10.1177/2192568217700098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
STUDY DESIGN Retrospective case series. OBJECTIVE To evaluate if spine measurement software can simulate sagittal alignment following pedicle subtraction osteotomy (PSO). METHODS We retrospectively reviewed consecutive adult spinal deformity patients who underwent lumbar PSO. Sagittal measurements were performed on preoperative lateral, standing radiographs. Sagittal measurements after simulated PSO were compared to actual postoperative measurements. A regression equation was developed using cases 1-7 to determine the amount of manual rotation required of each film to match the simulated sagittal vertical axis (SVA) to the actual postoperative SVA. The equation was then applied to cases 8-13. RESULTS For all 13 cases, the spine software accurately simulated lumbar lordosis, pelvic incidence lumbar lordosis mismatch, and T1 pelvic angle, with no significant differences between actual and simulated measurements. The pelvic tilt (PT), sacral slope (SS), thoracolumbar alignment (TL), thoracic kyphosis (TK), T9 spino-pelvic inclination (T9SPi), T1 spino-pelvic inclination (T1SPi), and SVA were inaccurately simulated. The PT, SS, T9SPi, T1SPi, and SVA all change with manual rotation of the film, and by using the regression equation developed with cases 1-7, we were able to improve the accuracy and decrease the variability of the simulated PT, SS, T9SPi, T1SPi, and SVA for cases 8-13. CONCLUSIONS Dedicated spine measurement software can accurately simulate certain sagittal measurements, such as LL, PI-LL, and TPA, following PSO. A number of measurements, including PT, SS, TL, TK, T9SPi, T1SPi, and SVA were inaccurately simulated. Our preliminary algorithm improved the accuracy and decreased the variability of certain measurements, but requires future prospective studies for further validation.
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Affiliation(s)
| | - Jun S. Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dante M. Leven
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Joung Heon Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel K. Cho
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Samuel K. Cho, Department of Orthopedics, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA.
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Merrill RK, Kim JS, Leven DM, Kim JH, Cho SK. Beyond Pelvic Incidence-Lumbar Lordosis Mismatch: The Importance of Assessing the Entire Spine to Achieve Global Sagittal Alignment. Global Spine J 2017; 7:536-542. [PMID: 28894683 PMCID: PMC5582711 DOI: 10.1177/2192568217699405] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Retrospective case series. OBJECTIVE To investigate which sagittal parameters contribute to a normal sagittal vertical axis (SVA) when there is a pelvic incidence-lumbar lordosis (PI-LL) mismatch >10° following adult spinal deformity (ASD) correction. METHODS We performed a retrospective review of ASD patients with >5 levels fused. Sagittal measurements between cohorts of postoperative PI-LL >10° and PI-LL<10° were compared. We correlated SVA to pelvic tilt (PT), thoracic kyphosis (TK), PI-LL, cervical lordosis (CL), and correlated the pre- to postoperative change in SVA to change in PT, change in TK, change in PI-LL, and change in CL. We also correlated SVA and the change in SVA to combined parameters of ((PI-LL) - PT + TK). RESULTS We analyzed 52 patients with a mean age of 59 ± 16 years. In patients with a postoperative SVA <5cm, a smaller TK was seen when PI-LL >10° than when PI-LL<10° (15.45° vs 33.04°, P = .0004). Additionally, PT was larger when PI-LL >10° than when PI-LL <10° (25.73° vs 19.07°, P = .006). SVA correlated better with ((PI-LL) - PT + TK) (R2 = 0.51) than with PI-LL alone (R2 = 0.33). Lastly, there was no significant correlation between change in pre- to postoperative SVA with change in TK for all cases (P = .73), but in cases where change in PI-LL was <10°, there was a significant correlation between change in TK and change in SVA (P = .009). CONCLUSION Our results demonstrate that PT and TK, and not just PI-LL, play an important role in maintaining sagittal balance when there is a PI-LL mismatch >10°.
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Affiliation(s)
- Robert K. Merrill
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jun S. Kim
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dante M. Leven
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joung Heon Kim
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel K. Cho
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Samuel K. Cho, Department of Orthopedics, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA.
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Guzman JZ, Merrill RK, Kim JS, Overley SC, Dowdell JE, Somani S, Hecht AC, Cho SK, Qureshi SA. Bone morphogenetic protein use in spine surgery in the United States: how have we responded to the warnings? Spine J 2017; 17:1247-1254. [PMID: 28456674 DOI: 10.1016/j.spinee.2017.04.030] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Revised: 01/18/2017] [Accepted: 04/24/2017] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Recombinant human bone morphogenetic protein-2 (rhBMP-2) has been widely adopted as a fusion adjunct in spine surgery since its approval in 2002. A number of concerns regarding adverse effects and potentially devastating complications of rhBMP-2 use led to a Food and Drug Administration (FDA) advisory issued in 2008 cautioning its use, and a separate warning about its potential complications was published by The Spine Journal in 2011. PURPOSE To compare trends of rhBMP-2 use in spine surgery after the FDA advisory in 2008 and The Spine Journal warning in 2011. STUDY DESIGN Retrospective cross-sectional study using a national database. PATIENT SAMPLE All patients from 2002 to 2013 who underwent spinal fusion surgery at an institution participating in the Nationwide Inpatient Sample (NIS). OUTCOME MEASURES Proportion of spinal fusion surgeries using rhBMP-2. METHODS We queried the NIS from 2002 to 2013 and used International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) procedure codes to identify spinal fusion procedures and those that used rhBMP-2. Procedures were subdivided into primary and revision fusions, and by region of the spine. Cervical and lumbosacral fusions were further stratified into anterior and posterior approaches. The percentage of cases using BMP was plotted across time. A linear regression was fit to the data from quarter 3 of 2008 (FDA advisory) through quarter 1 of 2011, and a separate regression was fit to the data from quarter 2 of 2011 (The Spine Journal warning) onward. The slopes of these regression lines were statistically compared to determine differences in trends. No funding was received to conduct this study, and no authors had any relevant conflicts of interest. RESULTS A total of 4,167,079 patients in the NIS underwent spinal fusion between 2002 and 2013. We found a greater decrease in rhBMP-2 use after The Spine Journal warning compared with the FDA advisory for all fusion procedures (p=.006), primary fusions (p=.006), and revision fusions (p=.004). Lumbosacral procedures also experienced a larger decline in rhBMP-2 use after The Spine Journal article as compared with the FDA warning (p=.0008). This pattern was observed for both anterior and posterior lumbosacral fusions (p≤.0001 for both). Anterior cervical fusion was the only procedure that demonstrated a decline in rhBMP-2 use after the FDA advisory that was statistically greater than after The Spine Journal article (p=.02). CONCLUSIONS Warnings sanctioned through the spine literature may have a greater influence on practice of the spine surgery community as compared with advisories issued by the FDA.Comprehensive guidelines regarding safe and effective use of rhBMP-2 must be established.
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Affiliation(s)
- Javier Z Guzman
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - Robert K Merrill
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - Jun S Kim
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - Samuel C Overley
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - James E Dowdell
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - Sulaiman Somani
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - Andrew C Hecht
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - Samuel K Cho
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA
| | - Sheeraz A Qureshi
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, 5 East 98th St, 4th Floor, New York, NY 10029, USA.
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Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To determine if patients fused with multi-rod constructs to the pelvis have a lower incidence of lumbosacral rod failure and pseudarthrosis than those fused with dual-rod constructs. METHODS We performed a retrospective review of consecutive adult spinal deformity patients who underwent long fusion to the pelvis. Inclusion criteria were >5 levels, primary fusion or revision for L5-S1 pseudarthrosis, and minimum 1-year follow-up. Revision patients with indications other than L5-S1 pseudarthrosis were excluded. One-year follow-up plain radiographs were reviewed for rod integrity, and computed tomography scan (CT) was obtained whenever rod breakage was observed. Dual-rod and multi-rod (3 or 4 rods) cohorts were statistically compared. RESULTS There were 31 patients with 15 in the dual-rod group and 16 in the multi-rod group, with average ages of 68 ± 9 and 63 ± 12 years, respectively. No patients in the multi-rod group experienced rod fracture, whereas 6 in the dual-rod group fractured a rod (P = .007), with 4 occurring at the lumbosacral junction (P = .04). CT scan in the 4 lumbosacral rod fracture cases, and surgical exploration in 3, confirmed pseudarthrosis and hypertrophic nonunion at the L5-S1 junction. CONCLUSION Patients with dual-rod constructs had a statistically greater incidence of lumbosacral pseudarthrosis with implant failure than those with multi-rod constructs. CT and surgical exploration showed hypertrophic nonunion as opposed to oligo- or atrophic nonunion. This suggests that mechanical instability, not biology, is the main reason for failure, and could be addressed with the use of multi-rods.
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Affiliation(s)
| | - Jun S. Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dante M. Leven
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joung Heon Kim
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel K. Cho
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Samuel K. Cho, Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, 5 East 98th Street, Box 1188, New York, NY 10029, USA.
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Overley SC, Merrill RK, Leven DM, Meaike JJ, Kumar A, Qureshi SA. A Matched Cohort Analysis Comparing Stand-Alone Cages and Anterior Cervical Plates Used for Anterior Cervical Discectomy and Fusion. Global Spine J 2017; 7:394-399. [PMID: 28811982 PMCID: PMC5544154 DOI: 10.1177/2192568217699211] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To compare perioperative characteristics of stand-alone cages and anterior cervical plates used for anterior cervical discectomy and fusion (ACDF). METHODS We reviewed 40 adult patients who received a stand-alone cage for elective ACDF and matched them with 40 patients who received an anterior cervical plate. We statistically compared operative time, length of stay, proportion of ambulatory cases, overall complications necessitating a trip to the ED, readmission, or reoperation related to index procedure. RESULTS There were 21 women and 19 men in the plate cohort with average ages of 53 years ± 12 and 20 women and 20 men in the stand-alone group with an average age of 52 years ± 11. With no statistical difference in total number, the plate group experienced 4 short-term (within 90 days of discharge) complications, including 3 patients who visited the emergency department for dysphagia and 1 who visited the emergency department for severe back pain, while the stand-alone group experienced 0 complications. There was no significant difference in operative time between the stand-alone group (75.35 min) and the plate group (81.35 min; P = .37). There was a significant difference between the proportion of ambulatory cases in the stand-alone group (25) and the plate group (6; P < .0001). CONCLUSION Our results demonstrate that stand-alone cages have fewer complications compared to anterior plating, with a lower trend of incidence of postoperative dysphagia. Stand-alone cages may offer the advantage of sending patients home ambulatory after ACDF surgery.
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Affiliation(s)
| | | | - Dante M. Leven
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Abhishek Kumar
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sheeraz A. Qureshi
- Icahn School of Medicine at Mount Sinai, New York, NY, USA,Sheeraz A. Qureshi, 5 East 98th St, 4th Floor, New York, NY 10029, USA.
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Sherman E, Barr VA, Merrill RK, Regan CK, Sommers CL, Samelson LE. Hierarchical nanostructure and synergy of multimolecular signalling complexes. Nat Commun 2016; 7:12161. [PMID: 27396911 PMCID: PMC4942584 DOI: 10.1038/ncomms12161] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2015] [Accepted: 06/07/2016] [Indexed: 01/15/2023] Open
Abstract
Signalling complexes are dynamic, multimolecular structures and sites for intracellular signal transduction. Although they play a crucial role in cellular activation, current research techniques fail to resolve their structure in intact cells. Here we present a multicolour, photoactivated localization microscopy approach for imaging multiple types of single molecules in fixed and live cells and statistical tools to determine the nanoscale organization, topology and synergy of molecular interactions in signalling complexes downstream of the T-cell antigen receptor. We observe that signalling complexes nucleated at the key adapter LAT show a hierarchical topology. The critical enzymes PLCγ1 and VAV1 localize to the centre of LAT-based complexes, and the adapter SLP-76 and actin molecules localize to the periphery. Conditional second-order statistics reveal a hierarchical network of synergic interactions between these molecules. Our results extend our understanding of the nanostructure of signalling complexes and are relevant to studying a wide range of multimolecular complexes.
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Affiliation(s)
- Eilon Sherman
- Racah Institute of Physics, The Hebrew University,
Jerusalem
91904, Israel
| | - Valarie A. Barr
- Laboratory of Cellular and Molecular Biology, CCR, NCI,
NIH, Bethesda, Maryland
20892, USA
| | - Robert K. Merrill
- Laboratory of Cellular and Molecular Biology, CCR, NCI,
NIH, Bethesda, Maryland
20892, USA
| | - Carole K. Regan
- Laboratory of Cellular and Molecular Biology, CCR, NCI,
NIH, Bethesda, Maryland
20892, USA
| | - Connie L. Sommers
- Laboratory of Cellular and Molecular Biology, CCR, NCI,
NIH, Bethesda, Maryland
20892, USA
| | - Lawrence E. Samelson
- Laboratory of Cellular and Molecular Biology, CCR, NCI,
NIH, Bethesda, Maryland
20892, USA
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Rouquette-Jazdanian AK, Kortum RL, Li W, Merrill RK, Nguyen PH, Samelson LE, Sommers CL. miR-155 Controls Lymphoproliferation in LAT Mutant Mice by Restraining T-Cell Apoptosis via SHIP-1/mTOR and PAK1/FOXO3/BIM Pathways. PLoS One 2015; 10:e0131823. [PMID: 26121028 PMCID: PMC4487994 DOI: 10.1371/journal.pone.0131823] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Accepted: 06/06/2015] [Indexed: 12/19/2022] Open
Abstract
Linker for Activation of T cells (LAT) is an adapter protein that is essential for T cell function. Knock-in mice with a LAT mutation impairing calcium flux develop a fatal CD4+ lymphoproliferative disease. miR-155 is a microRNA that is correlated with hyperproliferation in a number of cancers including lymphomas and leukemias and is overexpressed in mutant LAT T cells. To test whether miR-155 was merely indicative of T cell activation or whether it contributes to lymphoproliferative disease in mutant LAT mice, we interbred LAT mutant and miR-155-deficient mice. miR-155 deficiency markedly inhibited lymphoproliferative disease by stimulating BIM-dependent CD4+ T cell apoptosis, even though ERK activation and T cell proliferation were increased in double mutant CD4+ T cells. Bim/Bcl2l11 expression is activated by the forkhead transcription factor FOXO3. Using miR-155-deficient, LAT mutant T cells as a discovery tool, we found two connected pathways that impact the nuclear translocation and activation of FOXO3 in T cells. One pathway is mediated by the inositide phosphatase SHIP-1 and the serine/threonine kinases AKT and PDK1. The other pathway involves PAK1 and JNK kinase activation. We define crosstalk between the two pathways via the kinase mTOR, which stabilizes PAK1. This study establishes a role for PAK1 in T cell apoptosis, which contrasts to its previously identified role in T cell proliferation. Furthermore, miR-155 regulates the delicate balance between PAK1-mediated proliferation and apoptosis in T cells impacting lymphoid organ size and function.
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Affiliation(s)
- Alexandre K. Rouquette-Jazdanian
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Robert L. Kortum
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Wenmei Li
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Robert K. Merrill
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Phan H. Nguyen
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Lawrence E. Samelson
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Connie L. Sommers
- Laboratory of Cellular and Molecular Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
- * E-mail: (CLS)
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Kortum RL, Balagopalan L, Alexander CP, Garcia J, Pinski JM, Merrill RK, Nguyen PH, Li W, Agarwal I, Akpan IO, Sommers CL, Samelson LE. The ability of Sos1 to oligomerize the adaptor protein LAT is separable from its guanine nucleotide exchange activity in vivo. Sci Signal 2013; 6:ra99. [PMID: 24222714 DOI: 10.1126/scisignal.2004494] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The activation of the small guanosine triphosphatase Ras by the guanine nucleotide exchange factor (GEF) Sos1 (Son of Sevenless 1) is a central feature of many receptor-stimulated signaling pathways. In developing T cells (thymocytes), Sos1-dependent activation of extracellular signal-regulated kinase (ERK) is required to stimulate cellular proliferation and differentiation. We showed that in addition to its GEF activity, Sos1 acted as a scaffold to nucleate oligomerization of the T cell adaptor protein LAT (linker for activation of T cells) in vivo. The scaffold function of Sos1 depended on its ability to bind to the adaptor protein Grb2. Furthermore, the GEF activity of Sos1 and the Sos1-dependent oligomerization of LAT were separable functions in vivo. Whereas the GEF activity of Sos1 was required for optimal ERK phosphorylation in response to T cell receptor (TCR) stimulation, the Sos1-dependent oligomerization of LAT was required for maximal TCR-dependent phosphorylation and activation of phospholipase C-γ1 and Ca(2+) signaling. Finally, both of these Sos1 functions were required for early thymocyte proliferation. Whereas transgenic restoration of either the GEF activity or the LAT oligomerization functions of Sos1 alone failed to rescue thymocyte development in Sos1-deficient mice, simultaneous reconstitution of these two signals in the same cell restored normal T cell development. This ability of Sos1 to act both as a RasGEF and as a scaffold to nucleate Grb2-dependent adaptor oligomerization may also occur in other Grb2-dependent pathways, such as those activated by growth factor receptors.
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Affiliation(s)
- Robert L Kortum
- Laboratory of Cellular and Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Kortum RL, Rouquette-Jazdanian AK, Miyaji M, Merrill RK, Markegard E, Pinski JM, Wesselink A, Nath NN, Alexander CP, Li W, Kedei N, Roose JP, Blumberg PM, Samelson LE, Sommers CL. A phospholipase C-γ1-independent, RasGRP1-ERK-dependent pathway drives lymphoproliferative disease in linker for activation of T cells-Y136F mutant mice. J Immunol 2012; 190:147-58. [PMID: 23209318 DOI: 10.4049/jimmunol.1201458] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Mice expressing a germline mutation in the phospholipase C-γ1-binding site of linker for activation of T cells (LAT) show progressive lymphoproliferation and ultimately die at 4-6 mo age. The hyperactivated T cells in these mice show defective TCR-induced calcium flux but enhanced Ras/ERK activation, which is critical for disease progression. Despite the loss of LAT-dependent phospholipase C-γ1 binding and activation, genetic analysis revealed RasGRP1, and not Sos1 or Sos2, to be the major Ras guanine exchange factor responsible for ERK activation and the lymphoproliferative phenotype in these mice. Analysis of isolated CD4(+) T cells from LAT-Y136F mice showed altered proximal TCR-dependent kinase signaling, which activated a Zap70- and LAT-independent pathway. Moreover, LAT-Y136F T cells showed ERK activation that was dependent on Lck and/or Fyn, protein kinase C-θ, and RasGRP1. These data demonstrate a novel route to Ras activation in vivo in a pathological setting.
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Affiliation(s)
- Robert L Kortum
- Laboratory of Cellular and Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Sherman E, Barr V, Manley S, Patterson G, Balagopalan L, Akpan I, Regan CK, Merrill RK, Sommers CL, Lippincott-Schwartz J, Samelson LE. Functional nanoscale organization of signaling molecules downstream of the T cell antigen receptor. Immunity 2011; 35:705-20. [PMID: 22055681 DOI: 10.1016/j.immuni.2011.10.004] [Citation(s) in RCA: 228] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2010] [Revised: 08/03/2011] [Accepted: 10/05/2011] [Indexed: 01/16/2023]
Abstract
Receptor-regulated cellular signaling often is mediated by formation of transient, heterogeneous protein complexes of undefined structure. We used single and two-color photoactivated localization microscopy to study complexes downstream of the T cell antigen receptor (TCR) in single-molecule detail at the plasma membrane of intact T cells. The kinase ZAP-70 distributed completely with the TCRζ chain and both partially mixed with the adaptor LAT in activated cells, thus showing localized activation of LAT by TCR-coupled ZAP-70. In resting and activated cells, LAT primarily resided in nanoscale clusters as small as dimers whose formation depended on protein-protein and protein-lipid interactions. Surprisingly, the adaptor SLP-76 localized to the periphery of LAT clusters. This nanoscale structure depended on polymerized actin and its disruption affected TCR-dependent cell function. These results extend our understanding of the mechanism of T cell activation and the formation and organization of TCR-mediated signaling complexes, findings also relevant to other receptor systems.
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Affiliation(s)
- Eilon Sherman
- Laboratory of Cellular and Molecular Biology, CCR, NCI, NIH, Bethesda, MD 20892, USA
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Merrill RD, Labrique AB, Shamim AA, Schulze K, Christian P, Merrill RK, West KP. Elevated and variable groundwater iron in rural northwestern Bangladesh. J Water Health 2010; 8:818-825. [PMID: 20705991 DOI: 10.2166/wh.2010.144] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2009] [Accepted: 02/02/2010] [Indexed: 05/29/2023]
Abstract
Over the past 30 years, tubewells have become a ubiquitous source of potable groundwater in South Asia. Considered safer than surface water, groundwater naturally contains minerals that may impact human health; however, few data exist on tubewell water mineral content or its association with human nutritional or health conditions. We surveyed iron concentration in tubewell water across a 435 km2, contiguous, rural area in northwestern Bangladesh to map and quantify levels of iron in drinking water. One tubewell was randomly sampled from each of 948 adjacent grid cells 675 m2 in size. Water sampling was standardized and iron concentration measured using a field-based colorimetric kit. The median (interquartile range) concentration of iron in tubewell water was 7.6 (1.6, 17.6) mg l(-1). There was high geographic variation (range of 0-46.5 mg l(-1)), and iron in only 3% of surveyed tubewells fell below the WHO aesthetic cut-off of 0.3 mg l(-1) suggesting elevated levels of iron throughout the area. Villagers accurately perceived groundwater iron concentration, based on a 4-point ('none', 'a little', 'medium', 'a lot') scale (p<0.001). Water source iron content can be readily quantified in population settings offering the potential to evaluate the health relevance of groundwater iron exposure in rural communities.
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Affiliation(s)
- Rebecca D Merrill
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street, Baltimore, MD 21205, USA
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