Significance of Acquisition Parameters for Adipose Tissue Segmentation on CT Images

2021 ◽  
pp. 1-9
Author(s):  
Amelie S. Troschel ◽  
Fabian M. Troschel ◽  
Georg Fuchs ◽  
J. Peter Marquardt ◽  
Jeanne B. Ackman ◽  
...  
2017 ◽  
Vol 12 (2) ◽  
pp. 339-346 ◽  
Author(s):  
Zeinab Naseri Samaghcheh ◽  
Fatemeh Abdoli ◽  
Hamid Abrishami Moghaddam ◽  
Mohammadreza Modaresi ◽  
Neda Pak

2020 ◽  
Vol 65 (2) ◽  
pp. 1771-1780
Author(s):  
Yong Luo ◽  
Xiaojie Li ◽  
Chao Luo ◽  
Feng Wang Xi Wu ◽  
Imran Mumtaz ◽  
...  

2019 ◽  
Vol 8 (9) ◽  
pp. 1358 ◽  
Author(s):  
Lee ◽  
Kim ◽  
Lee ◽  
Han ◽  
Lee ◽  
...  

This study aimed to evaluate the association between abdominal-to-gluteofemoral adipose tissue (AT) distribution and recurrence-free survival (RFS) in breast cancer patients. Staging F-18 fluorodexoyglucose (FDG) positron emission tomography/computed tomography (PET/CT) images of 336 women with breast cancer were retrospectively analyzed. From CT images, the volume and CT-attenuation of visceral adipose tissue (VAT), abdominal subcutaneous adipose tissue (SAT), and gluteofemoral AT were measured and the ratio of abdomen-to-gluteofemoral AT volume (AG volume ratio) was calculated. The relationships between adipose tissue parameters and RFS were assessed. Through univariate analysis, abdominal SAT volume, gluteofemoral AT volume, and AG volume ratio were significantly associated with RFS. An increase in abdominal SAT volume and AG volume ratio were associated with an increased risk of recurrence, whereas increased gluteofemoral AT volume was associated with a decreased risk of recurrence. On multivariate analysis, abdominal SAT volume, gluteofemoral AT volume, and AG volume ratio were found to be significant predictors of RFS after adjusting for clinic-histological factors. Irrespective of obesity, patients with a high AG volume ratio showed a higher recurrence rate than those with a low AG volume ratio. Increased abdominal SAT volume and decreased gluteofemoral AT volume were related to poor RFS in breast cancer patients.


2011 ◽  
Vol 75 (11) ◽  
pp. 2559-2565 ◽  
Author(s):  
Koichi Nagashima ◽  
Yasuo Okumura ◽  
Ichiro Watanabe ◽  
Toshiko Nakai ◽  
Kimie Ohkubo ◽  
...  

2020 ◽  
Author(s):  
Ismail Beypinar ◽  
Furkan Kaya ◽  
Hacer Demir

Abstract Background In cancer patients, the effect of the body composition on prognosis is a new clinical area of interest. In patients with class 2 or 3 obesity (BMI > 35), survival found to be worse control groups in a pooled analysis. BMI category is not truly representing body composition and hard to use to determine the true muscle and fat quantity. Computed tomography (CT) is a frequent method to determine body composition precisely.Methods Axial CT images, including all abdominal muscles (psoas, erector spinae, quadratus lumborum) external and internal oblique and rectus abdominis) total skeletal muscle area (SMA), was calculated. Besides, axial CT images of the body fat subcutaneous adipose and visceral adipose tissue distribution (VAT, SAT) areas were calculated in cm2 using threshold values ​​of -30 to -190 for adipose tissue.Results Eighty-four women included in the study. Most of the patients were normal or over-weighted. Invasive ductal carcinoma was the dominant histological subtypes, with 94% of the study population. The count of the sarcopenic and non-sarcopenic patients was 11 and 68 respectively. Although the median OS cannot be reached at the end of the follow-up period for both sarcopenic and non-sarcopenic patients, the difference between groups statistically insignificant. The median OS was not reached for both groups, the difference between low and high VAT groups was statistically significant.Conclusion In this study, we demonstrate sarcopenia may be seen in patients with breast cancer under 40 years old, and it may not have a prognostic effect.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 3023-3023 ◽  
Author(s):  
Michael P Chu ◽  
Jessica Lieffers ◽  
Andrew R Belch ◽  
Neil Chua ◽  
Amelie Fontaine ◽  
...  

Abstract Introduction Sarcopenia is an established adverse risk factor for solid organ malignancies. Recent evidence suggests sarcopenia predicts a poor prognosis in elderly patients with diffuse large B-cell lymphoma (DLBCL) independent of Revised International Prognostic Index (R-IPI) scores. Because of the focus on an elderly population, it is difficult to generalize to the DLBCL population as a whole. Newer evidence suggests low skeletal muscle density (SMD) is a more significant indicator of poor prognosis in renal cell carcinoma and melanoma than sarcopenia. SMD can be approximated using computed tomography (CT) images and measuring muscle radiation attenuation in Hounsfield Units (HU). An average muscle SMD of <30 HU is considered to be poorly functioning muscle and has the appearance of ectopic fat production. This study examines sarcopenia and SMD in DLBCL. Methods DLBCL patients from 2004-2009 who received rituximab-based chemotherapy through our institution were retrospectively reviewed. Aside from baseline information (stage, age, gender, height, weight, performance status, R-IPI score, chemotherapy regimen and cycles received), progression free survival (PFS) and overall survival (OS) were collected as primary endpoints. Sarcopenia and SMD were calculated using Slice-o-Matic (Tomovision, Montreal Canada) with patients’ pre-treatment CT images. Skeletal muscle was defined as between -29 to 150 HU, intramuscular adipose tissue -190 to -30 HU; and visceral adipose tissue -150 to -50 HU. Skeletal muscle surface area and average radiation attenuation at the L3 vertebral body level were measured. Sarcopenia was pre-defined using skeletal muscle surface area cut-offs outlined in prior solid organ malignancy studies and from the elderly DLBCL study. Results We identified 224 DLBCL patients. Median age at diagnosis was 62 years (range 21-88 years), with 124 male, and 100 female. Median stage at diagnosis was III with a median IPI score of 3. The majority received R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone) with a median of 6 cycles (range 1-8). Median PFS and OS were 55.2 and 56.3 months, respectively. Patients with sarcopenia did not have a significant difference in either PFS or OS. In fact, the PFS hazard ratio (HR) of 0.70 would suggest sarcopenia as being protective but it was not statistically significant (p=0.19). Subgroup analysis of elderly DLBCL patients (defined as >70 years), found sarcopenia was protective for both PFS and OS yielding HRs of 0.24 and 0.45, respectively (p=0.002 and 0.05). A statistically insignificant PFS improvement by SMD was seen above and below the median SMD with 61.0 and 52.8 months, HR 1.28 (p=0.32), respectively. However, OS was significantly better in those above the median SMD at 65.5 vs 51.4 months, HR 2.02 (p=0.006). A cut-off point in SMD was noticeable at 26.63 HU where PFS was significantly worse in those that had lower SMD with 53.3 vs 56.3 months, HR 1.74 (p=0.03). OS was also significantly poorer with SMD lower than this cut-off, 51.9 vs 59.2 months, HR 1.92 (p=0.01), respectively. This difference though failed to maintain significance in multivariate analysis taking into consideration R-IPI and gender. Conclusions Contrary to recent evidence suggesting sarcopenia as a poor prognostic factor in elderly patients with DLBCL, our study demonstrates that sarcopenia may in fact be protective. Perhaps patients with lower lean body mass may be exposing their disease to relatively higher concentrations of chemoimmunotherapy. SMD is more prognostic than sarcopenia in DLBCL patients. While these findings suggest muscle mass and muscle quality play a strong role in the disease process, factors captured in the R-IPI score predict clinical course more strongly. Disclosures: No relevant conflicts of interest to declare.


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