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ArticleEuropean spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society2026

Preoperative hypoalbuminemia predicts early complications, mortality, and discharge disposition following surgical resection of spinal metastases: a nationwide study.

Bibhas Amatya, Abdul Karim Ghaith, Lansaol Yang, Nadim Hamadeh, Mohamad Ghaith, Shahab A Sattari, Amna Hussein, Maher Ghandour, Nicholas Theodore, Daniel Lubelski

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Article in European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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10 authors.

Bibhas AmatyaDepartment of Neurosurgery, University of Maryland School of Medicine, Baltimore, Maryland, USA. bibhas.amatya@som.umaryland.edu.
Abdul Karim GhaithDepartment of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA. abdulkarimghaith@gmail.com.
Lansaol YangDepartment of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Nadim HamadehAmerican University of Beirut School of Medicine, Beirut, Lebanon.
Mohamad GhaithAmerican University of Beirut School of Medicine, Beirut, Lebanon.
Shahab A SattariDepartment of Neurosurgery, University of Missouri-Kansas City School of Medicine, Kansas, USA.
Amna HusseinDepartment of Neurosurgery, Houston Methodist Hospital, Houston, TX, USA.
Maher GhandourDepartment of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Nicholas TheodoreDepartment of Neurosurgery, University of Arizona Banner- Phoenix School of Medicine, Phoenix, AZ, USA.
Daniel LubelskiDepartment of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposePatients undergoing surgery for spinal metastases often have limited physiologic reserve. Although hypoalbuminemia is a recognized risk marker, its graded association with short-term postoperative outcomes and discharge disposition has not been well defined in large national cohorts. We evaluated the relationship between preoperative serum albumin and early postoperative outcomes following surgery for spinal metastases.

methodsAdults undergoing surgery for metastatic extradural spinal tumors (laminectomy or tumor excision with or without fusion) were identified in ACS-NSQIP (2010-2022). Hypoalbuminemia was defined as albumin < 3.5 g/dL and stratified as mild (3.0-3.49), moderate (2.5-2.99), or severe (< 2.5). Primary outcomes were any 30-day complication, 30-day mortality, and non-home discharge. Multivariable logistic regression adjusted for demographic, clinical, and operative factors. Exploratory machine-learning models assessed discrimination and variable importance.

resultsAmong 4,126 patients, 1,534 (37.2%) were hypoalbuminemic. Hypoalbuminemia was associated with higher rates of complications, mortality, non-home discharge, and longer hospitalization (all p < 0.001), with outcomes worsening stepwise across albumin strata. After adjustment, hypoalbuminemia independently predicted complications (OR 1.52), mortality (OR 2.73), and non-home discharge (OR 1.89) (all p < 0.001). Albumin ranked among the most influential predictors in machine-learning models.

conclusionPreoperative hypoalbuminemia shows a dose-dependent, independent association with early morbidity, mortality, and post-acute care needs after surgery for spinal metastases, supporting its use in perioperative risk stratification and care planning.

Indexed as

HypoalbuminemiaMachine learningNSQIPSpinal metastasesSpine surgery

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