Factors in measuring lumbar spondylolisthesis with reference data from NHANES-II
Hipp, J. A.; Grieco, T. F.; Newman, P.; Patel, V. V.; Reitman, C. A.
Show abstract
BackgroundAlthough spondylolisthesis, disc height loss, and abnormal disc angles are commonly assessed for in clinical practice and research studies, the factors that influence measurements are incompletely understood, and reference data representing a very large and diverse population are not available. Over 7000 lumbar spine x-rays were collected as part of the 2nd National Health and Nutrition Examination Survey (NHANES-II). This nationwide probability sample may facilitate development of robust reference data to objectively classify spondylolisthesis, disc heights, or disc angles as normal vs abnormal. Analysis of lumbar spine x-rays may also help to document whether disc heights and disc angles must be considered when assessing for spondylolisthesis. MethodsAnatomic landmarks were obtained using neural networks and coded logic for L1 to S1 in the NHANES-II lumbar spine radiographs. Nine disc and sagittal plane offset (SPO) measurements were calculated from the landmarks. These data were trimmed to exclude abnormal discs and SPO. The factors that affect SPO were explored along with associations between the metrics and with age, sex, race, nation of origin and BMI. The prevalence of abnormalities was tabulated. Metrics were also calculated for previously analyzed lumbar flexion-extension x-rays to better understand the dependence of SPO on disc angles and disc heights. The errors that occur due to variability in radiographic projection were also assessed. ResultsSPO and disc metrics were obtained for 35,490 levels from 7,358 NHANES-II subjects who were 25 to 74 years old. Descriptive statistics for nine SPO and disc metrics were tabulated before and after trimming the data. Age, BMI, and sex were statistically significant but explained little of the variance in the metrics. SPO was significantly dependent on disc angle and height, though less so in the NHANES radiographs than in lumbar flexion-extension studies. Errors in the metrics due to out-of-plane imaging are generally small but can be large with extensive out-of-plane x-rays. DiscussionThe NHANES-II collection of lumbar x-rays allows for establishing reference data for SPO and disc metrics. These reference data allow for easily interpreted standardized reporting in units of std dev from average normal. SPO was significantly dependent on disc angle and disc height although the effect is small when there is limited flexion or extension. If SPO is being assessed from flexion or extension, a simple correction can be made. Caution is needed when interpreting measurements when the x-ray beam passes obliquely through the endplates or posterior wall (out-of-plane imaging). ConclusionsThe NHANES-II data may facilitate standardized assessments of SPO, disc heights and disc angles. Adjustments should be applied to SPO measurements if made from x-rays with the patient in flexed or extended positions.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Investigating the relationship between internal spinal alignment and back shape in patients with scoliosis using PCdare: a comparative, reliability and validation study 95%
- Leptin signaling and the intervertebral disc: Sex dependent effects of leptin receptor deficiency and Western diet on the spine in a type 2 diabetes mouse model 93%
- Characterization of the murine spine for spaceflight studies 93%
Similar papers in this journal
- Contrast-enhanced microCT evaluation of degeneration following partial and full width injuries to mouse lumbar intervertebral disc 95%
- Integrating Multidimensional Data Analytics for Precision Diagnosis of Chronic Low Back Pain 93%
- Characteristics of patients with myofascial pain syndrome of the low back 92%
Similar papers in this journal
- Comparison of Operative Time and Blood Loss with the FFX(R) Device Versus Pedicle Screw Fixation During Surgery for Lumbar Spinal Stenosis: A Retrospective Cohort Study 92%
- Factors determining success of the chronically instrumented unanesthetized fetal sheep model of human development: a retrospective cohort study 88%
- Validation of the patient reported outcome measures tool “Catquest” in Odia language 87%
Similar papers in this journal
- Characterisation of spinal ligaments in the embryonic chick 91%
- Anthropometric-related percentile curves for muscle size and strength of lower limb muscles of typically developing children 89%
- Morphology of proximal and distal human semitendinosus compartments and the effects of distal tendon harvesting for anterior cruciate ligament reconstruction 89%
Similar papers in this journal
- Comparable in vivo joint kinematics between self-reported stable and unstable knees after TKA can be explained by muscular adaptation strategies: a retrospective observational study 90%
- Nature's design of the osteochondral unit: microstructural differences between terrestrial and aquatic mammals 90%
- Metformin regulates bone marrow stromal cells to accelerate bone healing in diabetic mice 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.