4.2 Article

Striking sex differences in magnetic resonance imaging findings in the sacroiliac joints in the population

Journal

ARTHRITIS RESEARCH & THERAPY
Volume 24, Issue 1, Pages -

Publisher

BMC
DOI: 10.1186/s13075-021-02712-7

Keywords

Axial spondyloarthritis; Magnetic resonance imaging; HLA-B27; Bone marrow edema; Machine learning

Categories

Funding

  1. Federal Ministry of Education and Research [03ZIK012]
  2. Ministry of Cultural Affairs
  3. Social Ministry of the Federal State of Mecklenburg-West Pomerania
  4. Siemens Healthcare, Erlangen, Germany
  5. Federal State of Mecklenburg-Vorpommern
  6. Bayer Healthcare
  7. Deutsche Forschungsgemeinschaft [DFG] [SCHM 2744/1-2:1/CH 921/1-2]

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In patients with axial spondyloarthritis (axSpA), sex-specific differences were found in the extent of sacroiliac joint (SIJ) bone marrow edema (BME) with HLA-B27 being relevant only in males and postpartum state being important in females. This finding may have implications for the pathogenesis of axSpA.
Background In patients with axial spondyloarthritis (axSpA), magnetic resonance imaging (MRI) is used to detect bone marrow edema (BME) in sacroiliac joints (SIJ) but SIJ BME are also detected in the population. Not much is known about sex differences in that regard. Objective To explore sex-specific differences associated with the extent of BME in the SIJ suggestive of axSpA in a general population cohort study. Methods Taking advantage of 793 recently evaluated MRIs of subjects < 45 years taking part in the SHIP cohort, we used negative-binomial (NB) count data regression to analyze factors associated with the extent of SIJ BME. Predictors were explored by model-based boosting (MBB), a machine learning approach. Results Estimates of NB regression showed strong effects of sex in interaction with age, BMI, back pain, and particularly HLA-B27. The NB regression model showed incidence rate ratios (IRR) for the main effect of sex (females vs. males): 0.94 [95% CI: 0.63; 1.41], HLA-B27: 4.32 [2.09; 9.8], and for the interaction of sex to HLA-B27: 0.22 [0.06; 0.75]. According to MBB, HLA-B27 positivity, BMI, current smoking, back pain in the last 3 months, the interaction of sex and HLA-B27, and delivery in the last 12 months were of highest importance to explain the extent of SIJ BME. Conclusions Different factors were associated with the extent of SIJ BME in females and males. Most importantly, HLA-B27 was relevant only in males but not in females in whom a postpartal state was important. This finding may be relevant for the pathogenesis of axSpA.

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