Evidence map›Paper›PMID 37725904›Full record

ArticleGlobal spine journal2025

The ISSG-AO Complication Intervention Score, but Not Major/Minor Designation, is Correlated With Length of Stay Following Adult Spinal Deformity Surgery.

Joseph B Wick, Andrew Blandino, Justin S Smith, Breton G Line, Virginie Lafage, Renaud Lafage, Han Jo Kim, Peter G Passias, Jeffrey L Gum, Khaled M Kebaish and 17 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Global spine journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07712666 (SALVAGE Trial), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
0.3field-weighted citation impact, top 38% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07712666 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

SALVAGE Trial (Safety And cLinical Value of AutoloGous rEinfusion): A Multicenter, Randomized, Open-Label, Parallel-Group Trial Comparing Intraoperative Cell Salvage Versus No Cell Salvage in Adult Spinal Deformity Surgery

TypeinterventionalSponsorMayo ClinicRan2026 to 2029Enrolled146ConditionsAdult Spinal Deformity SurgeryArmsCell Saver
3 · Its place in the literature

Who cites it

0 citing papers in PubMed, 1 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors at 20 institutions in 2 countries.

Joseph B WickDepartment of Orthopedic Surgery, University of California, Davis, Sacramento, CA, USA.ORCID 0000-0002-0030-0367
Andrew BlandinoDepartment of Orthopedic Surgery, University of California, Davis, Sacramento, CA, USA.ORCID 0009-0001-0672-9594
Justin S SmithDepartment of Neurosurgery, Medical Center, University of Virginia, Charlottesville, VA, USA.
Breton G LineDepartment of Orthopedic Surgery, Denver International Spine Center, Denver, CO, USA.ORCID 0000-0003-0395-1066
Virginie LafageDepartment of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY, USA.ORCID 0000-0002-0119-7111
Renaud LafageDepartment of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA.ORCID 0000-0002-4820-1835
Han Jo KimDepartment of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA.
Peter G PassiasDepartment of Orthopedic Surgery, NYU Hospital for Joint Diseases, New York, NY, USA.
Jeffrey L GumDepartment of Orthopedic Surgery, Norton Leatherman Spine Center, Louisville, KY, USA.ORCID 0000-0003-0471-9437
Khaled M KebaishDepartment of Orthopedic Surgery, Johns Hopkins University, Baltimore, MD, USA.
Robert K EastlackDepartment of Orthopedics, San Diego Center for Spinal Disorders, La Jolla, CA, USA.
Alan DanielsDepartment of Orthopedics, Brown University, Providence, RI, USA.
Gregory MundisDepartment of Orthopedics, San Diego Center for Spinal Disorders, La Jolla, CA, USA.
Richard HostinDepartment of Orthopedic Surgery, Baylor Scoliosis Center, Dallas, TX, USA.
Themistocles ProtopsaltisDepartment of Orthopedic Surgery, NYU Hospital for Joint Diseases, New York, NY, USA.
D Kojo HamiltonDepartment of Neurosurgery, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Michael P KellyDepartment of Orthopedic Surgery, Rady Children's Hospital, San Diego, CA.
Munish GuptaDepartment of Orthopedic Surgery, Washington University in St. Louis, St. Louis, MO, USA.ORCID 0000-0002-4711-4377
Robert A HartDepartment of Orthopedic Surgery, Swedish Neuroscience Institute, Seattle, WA, USA.
Frank J SchwabDepartment of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY, USA.
Douglas C BurtonDepartment of Orthopedic Surgery, University of Kansas Medical Center, Kansas City, KS, USA.
Christopher P AmesDepartment of Neurosurgery, University of California, San Francisco, San Francisco, CA, USA.
Lawrence G LenkeDepartment of Orthopedic Surgery, Columbia University, New York, NY, USA.
Christopher I ShaffreyDepartment of Neurosurgery, Duke University Hospital, Durham, NC, USA.
Shay BessDepartment of Orthopedic Surgery, Denver International Spine Center, Denver, CO, USA.
Eric KlinebergDepartment of Orthopedic Surgery, University of Texas, Houston, TX, USA.
International Spine Study Group
Hospital for Special Surgery · USNew York University Langone Orthopedic Hospital · USNorthwell Health · USSan Diego Center for Spinal Disorders · USTwin Cities Spine Center · USUniversity of California System · USBaylor University · USColumbia University · USDuke University Hospital · USJohn Brown University · USJohns Hopkins University · USNorton Healthcare · USRady Children's Hospital-San Diego · USSwedish Medical Center · USUniversity of California, San Francisco · USUniversity of Houston · USUniversity of Kansas Medical Center · USUniversity of Pittsburgh · USUniversity of Virginia Medical Center · USWashington University in St. Louis · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

STUDY

designRetrospective review.

objectivesThe International Spine Study Group-AO (ISSG-AO) Adult Spinal Deformity (ASD) Complication Classification System was developed to improve classification, reporting, and study of complications among patients undergoing ASD surgery. The ISSG-AO system classifies interventions to address complications by level of invasiveness: grade zero (none); grade 1, mild (e.g., medication change); grade 2, moderate (e.g., ICU admission); grade 3, severe (e.g., reoperation related to surgery of interest). To evaluate the efficacy of the ISSG-AO ASD Complication Classification System, we aimed to compare correlations between postoperative length of stay (LOS) and complication severity as classified by the ISSG-AO ASD and traditional major/minor complication classification systems.

methodsPatients age ≥18 in a multicenter ASD database who sustained in-hospital complications were identified. Complications were classified with the major/minor and ISSG-AO systems and correlated with LOS using an ensemble-based machine learning algorithm (conditional random forest) and a generalized linear mixed model.

results490 patients at 19 sites were included. 64.9% of complications were major, and 35.1% were minor. By ISSG-AO classification, 20.4%, 66.1%, 6.7%, and 6.7% were grades 0-3, respectively. ISSG-AO complication grading demonstrated significant correlation with LOS, whereas major/minor complication classification demonstrated inverse correlation with LOS. In conditional random forest analysis, ISSG-AO classification had the greatest relative importance when assessing correlations across multiple variables with LOS.

conclusionsThe ISSG-AO system may help identify specific complications associated with prolonged LOS. Targeted interventions to avoid or reduce these complications may improve ASD surgical quality and resource utilization.

Indexed as

adult spinal deformityclassificationcomplicationsdeformitydegenerativegradinglength of staylumbarmajorminorneurologicscoliosisspinethoracic

Identifiers

PMID37725904
PMCPMC11877676
OpenAlexW4386855452

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.