Anorexia Nervosa: Analysis of Trabecular Texture with CT.

Purpose To determine indexes of skeletal integrity by using computed tomographic (CT) trabecular texture analysis of the lumbar spine in patients with anorexia nervosa and normal-weight control subjects and to determine body composition predictors of trabecular texture. Materials and Methods This cross-sectional study was approved by the institutional review board and compliant with HIPAA. Written informed consent was obtained. The study included 30 women with anorexia nervosa (mean age ± standard deviation, 26 years ± 6) and 30 normal-weight age-matched women (control group). All participants underwent low-dose single-section quantitative CT of the L4 vertebral body with use of a calibration phantom. Trabecular texture analysis was performed by using software. Skewness (asymmetry of gray-level pixel distribution), kurtosis (pointiness of pixel distribution), entropy (inhomogeneity of pixel distribution), and mean value of positive pixels (MPP) were assessed. Bone mineral density and abdominal fat and paraspinal muscle areas were quantified with quantitative CT. Women with anorexia nervosa and normal-weight control subjects were compared by using the Student t test. Linear regression analyses were performed to determine associations between trabecular texture and body composition. Results Women with anorexia nervosa had higher skewness and kurtosis, lower MPP (P < .001), and a trend toward lower entropy (P = .07) compared with control subjects. Bone mineral density, abdominal fat area, and paraspinal muscle area were inversely associated with skewness and kurtosis and positively associated with MPP and entropy. Texture parameters, but not bone mineral density, were associated with lowest lifetime weight and duration of amenorrhea in anorexia nervosa. Conclusion Patients with anorexia nervosa had increased skewness and kurtosis and decreased entropy and MPP compared with normal-weight control subjects. These parameters were associated with lowest lifetime weight and duration of amenorrhea, but there were no such associations with bone mineral density. These findings suggest that trabecular texture analysis might contribute information about bone health in anorexia nervosa that is independent of that provided with bone mineral density. © RSNA, 2016.

[1]  P. J. Murray,et al.  Quantitative analysis of tibial subchondral bone: Texture analysis outperforms conventional trabecular microarchitecture analysis , 2016, Journal of magnetic resonance imaging : JMRI.

[2]  T. Harris,et al.  Fat Attenuation at CT in Anorexia Nervosa. , 2016, Radiology.

[3]  A. Klibanski,et al.  Anorexia Nervosa and Its Associated Endocrinopathy in Young People , 2016, Hormone Research in Paediatrics.

[4]  Balaji Ganeshan,et al.  Predicting Overall Survival in Patients With Metastatic Melanoma on Antiangiogenic Therapy and RECIST Stable Disease on Initial Posttherapy Images Using CT Texture Analysis. , 2015, AJR. American journal of roentgenology.

[5]  P. Zysset,et al.  Clinical Use of Quantitative Computed Tomography-Based Advanced Techniques in the Management of Osteoporosis in Adults: the 2015 ISCD Official Positions-Part III. , 2015, Journal of clinical densitometry : the official journal of the International Society for Clinical Densitometry.

[6]  Ling Qin,et al.  Clinical Use of Quantitative Computed Tomography-Based Finite Element Analysis of the Hip and Spine in the Management of Osteoporosis in Adults: the 2015 ISCD Official Positions-Part II. , 2015, Journal of clinical densitometry : the official journal of the International Society for Clinical Densitometry.

[7]  C. Gordon,et al.  Spinal Bone Texture Assessed by Trabecular Bone Score in Adolescent Girls With Anorexia Nervosa. , 2015, The Journal of clinical endocrinology and metabolism.

[8]  W. Shabana,et al.  Diagnosis of Sarcomatoid Renal Cell Carcinoma With CT: Evaluation by Qualitative Imaging Features and Texture Analysis. , 2015, AJR. American journal of roentgenology.

[9]  A. Klibanski,et al.  Endocrine consequences of anorexia nervosa. , 2014, The lancet. Diabetes & endocrinology.

[10]  Hang Lee,et al.  Fracture risk and areal bone mineral density in adolescent females with anorexia nervosa. , 2014, The International journal of eating disorders.

[11]  R. Korpelainen,et al.  Assessment of risk of femoral neck fracture with radiographic texture parameters: a retrospective study. , 2014, Radiology.

[12]  Michael E Griswold,et al.  Locally advanced squamous cell carcinoma of the head and neck: CT texture and histogram analysis allow independent prediction of overall survival in patients treated with induction chemotherapy. , 2013, Radiology.

[13]  M. P. Hayball,et al.  CT texture analysis using the filtration-histogram method: what do the measurements mean? , 2013, Cancer imaging : the official publication of the International Cancer Imaging Society.

[14]  Roberto Maroldi,et al.  Texture analysis of advanced non-small cell lung cancer (NSCLC) on contrast-enhanced computed tomography: prediction of the response to the first-line chemotherapy , 2013, European Radiology.

[15]  H. Genant,et al.  Advanced CT based In Vivo Methods for the Assessment of Bone Density, Structure, and Strength , 2013, Current Osteoporosis Reports.

[16]  R. Gupta,et al.  C-arm CT for histomorphometric evaluation of lumbar spine trabecular microarchitecture: a study on anorexia nervosa patients. , 2013, The British journal of radiology.

[17]  A. Klibanski,et al.  Anorexia nervosa and bone. , 2013, The Journal of endocrinology.

[18]  M. Goldstein,et al.  Adolescent girls with anorexia nervosa have impaired cortical and trabecular microarchitecture and lower estimated bone strength at the distal radius. , 2013, The Journal of clinical endocrinology and metabolism.

[19]  T. Kelly,et al.  Assessment of abdominal fat compartments using DXA in premenopausal women from anorexia nervosa to morbid obesity , 2013, Obesity.

[20]  Martin Torriani,et al.  Comparison of DXA and CT in the Assessment of Body Composition in Premenopausal Women With Obesity and Anorexia Nervosa , 2010, Obesity.

[21]  C. Walsh,et al.  Women with anorexia nervosa: finite element and trabecular structure analysis by using flat-panel volume CT. , 2010, Radiology.

[22]  Balaji Ganeshan,et al.  Texture analysis of non-small cell lung cancer on unenhanced computed tomography: initial evidence for a relationship with tumour glucose metabolism and stage , 2010, Cancer imaging : the official publication of the International Cancer Imaging Society.

[23]  Chris R Chatwin,et al.  Texture analysis in non-contrast enhanced CT: impact of malignancy on texture in apparently disease-free areas of the liver. , 2009, European journal of radiology.

[24]  Ammar Sarwar,et al.  Distal radius in adolescent girls with anorexia nervosa: trabecular structure analysis with high-resolution flat-panel volume CT. , 2008, Radiology.

[25]  M. Bouxsein,et al.  In vivo assessment of trabecular bone microarchitecture by high-resolution peripheral quantitative computed tomography. , 2005, The Journal of clinical endocrinology and metabolism.

[26]  P. Rüegsegger,et al.  Cortical and trabecular bone density and structure in anorexia nervosa , 2005, Osteoporosis International.

[27]  A. Klibanski,et al.  Testosterone administration in women with anorexia nervosa. , 2005, The Journal of clinical endocrinology and metabolism.

[28]  H Sievänen,et al.  Patient‐Specific DXA Bone Mineral Density Inaccuracies: Quantitative Effects of Nonuniform Extraosseous Fat Distributions , 2003, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[29]  S. Emans,et al.  Physiologic regulators of bone turnover in young women with anorexia nervosa. , 2002, The Journal of pediatrics.

[30]  G. Tourassi Journey toward computer-aided diagnosis: role of image texture analysis. , 1999, Radiology.

[31]  L. Melton,et al.  Long-term fracture risk among women with anorexia nervosa: a population-based cohort study. , 1999, Mayo Clinic proceedings.

[32]  J. Rabe-Jabłońska,et al.  [Affective disorders in the fourth edition of the classification of mental disorders prepared by the American Psychiatric Association -- diagnostic and statistical manual of mental disorders]. , 1993, Psychiatria polska.

[33]  D R Carter,et al.  New approaches for interpreting projected bone densitometry data , 1992, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[34]  R M Neer,et al.  Osteoporosis in women with anorexia nervosa. , 1984, The New England journal of medicine.

[35]  H. Genant,et al.  Vertebral mineral determination by quantitative CT: clinical feasibility and normative data , 1983 .

[36]  G. Borkan,et al.  Assessment of abdominal fat content by computed tomography. , 1982, The American journal of clinical nutrition.

[37]  V. Goh,et al.  Non-small cell lung cancer: histopathologic correlates for texture parameters at CT. , 2013, Radiology.

[38]  S. Majumdar,et al.  Assessment of trabecular structure using high resolution CT images and texture analysis. , 1998, Journal of computer assisted tomography.