ArticleJournal of orthopaedic surgery and research2025
Risk factors for the progression from pulmonary tuberculosis to spinal tuberculosis: a logistic regression analysis.
Article in Journal of orthopaedic surgery and research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed.
- Development and evaluation of a nomogram model for predicting prolonged hospitalization after spinal tuberculosis focus decompression, fusion, and internal fixation surgery.European journal of medical research · 2026Article
- Global, regional, and national burden of tuberculosis, 1990-2050: a systematic comparative analysis based on retrospective cross-sectional of GBD 2021 and WHO surveillance systems.International journal of surgery (London, England) · 2026Article
- Analysis of High-Risk Factors for Tuberculosis Retreatment Based on Machine Learning and Latent Class Analysis.Infection and drug resistance · 2026Article
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Authors and funding
12 authors.
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Abstract
purposeThis study aims to identify the risk factors for the progression from pulmonary tuberculosis (PTB) to spinal tuberculosis (STB), which is crucial for early disease intervention, optimizing treatment strategies, and improving patient prognosis.
methodsA retrospective analysis was conducted on 326 patients diagnosed with PTB between January 2017 and October 2024. Demographic, clinical, and socioeconomic data were collected, including age, gender, body mass index (BMI), Karnofsky Performance Status (KPS), Nutritional Risk Screening 2002 (NRS-2002) score, diabetes, per capita income, smoking status, alcohol consumption, and a history of recurrent PTB. Univariate and multivariate logistic regression analyses were performed to identify significant risk factors for the progression to STB, and interaction effect analysis and risk stratification based on the NRS-2002 score were conducted to assess its predictive value.
resultsUnivariate logistic regression revealed that the NRS-2002 score (OR = 2.762, p < 0.001), recurrent PTB (OR = 15.370, p < 0.001), and living in relative poverty (OR = 10.000, p = 0.002) were significant risk factors for the progression from PTB to STB. Multivariate logistic regression confirmed that the NRS-2002 score (OR = 11.22, p < 0.001), recurrent PTB (OR = 5.08, p < 0.001), and living in relative poverty (OR = 2.58, p < 0.001) were independently associated with increased likelihood of STB progression. Stratified analysis revealed a clear dose-response relationship between higher NRS-2002 scores and the risk of progression to STB, with those having scores ≥ 6 exhibiting the highest odds (OR = 91.59, p < 0.001).
conclusionsThis study highlights critical risk factors for the progression from PTB to STB, particularly the NRS-2002 score, recurrent PTB, and socioeconomic status (living in relative poverty). The NRS-2002 score was identified as the most significant predictor, demonstrating a strong dose-response relationship with disease progression. Clinically, early identification of patients with elevated NRS-2002 scores, alongside timely nutritional interventions and efforts to alleviate poverty, can significantly reduce the risk of STB development. These findings can inform clinical decision-making, enhance early intervention strategies, and guide public health policies aimed at preventing STB, particularly in high-risk populations.
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