scholarly journals Prognostic role of computed tomography-based, artificial intelligence-driven waist skeletal muscle volume in uterine endometrial carcinoma

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Se Ik Kim ◽  
Joo Yeon Chung ◽  
Haerin Paik ◽  
Aeran Seol ◽  
Soon Ho Yoon ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Computed Tomography ◽  
Skeletal Muscle ◽  
Endometrial Cancer ◽  
Survival Rate ◽  
Muscle Volume ◽  
Survival Outcomes ◽  
Poor Prognostic Factor ◽  
Skeletal Muscle Index ◽  
The Impact

Abstract Objectives To investigate the impact of computed tomography (CT)-based, artificial intelligence-driven waist skeletal muscle volume on survival outcomes in patients with endometrial cancer. Methods We retrospectively identified endometrial cancer patients who received primary surgical treatment between 2014 and 2018 and whose pre-treatment CT scans were available (n = 385). Using an artificial intelligence-based tool, the skeletal muscle area (cm2) at the third lumbar vertebra (L3) and the skeletal muscle volume (cm3) at the waist level were measured. These values were converted to the L3 skeletal muscle index (SMI) and volumetric SMI by normalisation with body height. The relationships between L3, volumetric SMIs, and survival outcomes were evaluated. Results Setting 39.0 cm2/m2 of L3 SMI as cut-off value for sarcopenia, sarcopenia (< 39.0 cm2/m2, n = 177) and non-sarcopenia (≥ 39.0 cm2/m2, n = 208) groups showed similar progression-free survival (PFS; p = 0.335) and overall survival (OS; p = 0.241). Using the median value, the low-volumetric SMI group (< 206.0 cm3/m3, n = 192) showed significantly worse PFS (3-year survival rate, 77.3% vs. 88.8%; p = 0.004) and OS (3-year survival rate, 92.8% vs. 99.4%; p = 0.003) than the high-volumetric SMI group (≥ 206.0 cm3/m3, n = 193). In multivariate analyses adjusted for baseline body mass index and other factors, low-volumetric SMI was identified as an independent poor prognostic factor for PFS (adjusted HR, 1.762; 95% CI, 1.051–2.953; p = 0.032) and OS (adjusted HR, 5.964; 95% CI, 1.296–27.448; p = 0.022). Conclusions Waist skeletal muscle volume might be a novel prognostic biomarker in patients with endometrial cancer. Assessing body composition before treatment can provide important prognostic information for such patients.

scholarly journals Sarcopenic Factors May Have No Impact on Outcomes in Ovarian Cancer Patients

Diagnostics ◽  
2019 ◽  
Vol 9 (4) ◽  
pp. 206 ◽  
Author(s):  
Naomi Nakayama ◽  
Kentaro Nakayama ◽  
Kohei Nakamura ◽  
Sultana Razia ◽  
Satoru Kyo
Keyword(s):  
Ovarian Cancer ◽  
Skeletal Muscle ◽  
Cancer Patients ◽  
Disease Free Survival ◽  
Muscle Volume ◽  
Muscle Quality ◽  
Prognostic Impact ◽  
Poor Prognostic Factor ◽  
Skeletal Muscle Index ◽  
The Impact

Although the prognostic value of sarcopenic factors, such as loss of muscle mass and quality, have been widely reported in patients with cancer during the last decade, the value in those with ovarian cancer remains unclear. Therefore, this study evaluated the prognostic impact of sarcopenic factors in patients with ovarian cancer. We retrospectively evaluated the data of 94 ovarian cancer patients who underwent surgery and chemotherapy at the Shimane University Hospital between March 2006 and 2013. Preoperative computed tomography scan at the level of the third lumbar vertebra was used to evaluate skeletal muscle volume and quality based on the skeletal muscle index (SMI) and intramuscular adipose tissue content (IMAC), respectively. The impact of preoperative SMI and IMAC on outcomes was subsequently investigated. Low SMI and high IMAC were not significantly associated with disease-free survival (p = 0.329 and p = 0.3370, respectively) or poor overall survival (p = 0.921 and p = 0.988, respectively). Neither preoperative low muscle volume nor low muscle quality was a poor prognostic factor in ovarian cancer.

scholarly journals Impact of Computed Tomography-Based, Artificial Intelligence-Driven Volumetric Sarcopenia on Survival Outcomes in Early Cervical Cancer

2021 ◽  
Vol 11 ◽  
Author(s):  
Qingling Han ◽  
Se Ik Kim ◽  
Soon Ho Yoon ◽  
Taek Min Kim ◽  
Hyun-Cheol Kang ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Skeletal Muscle ◽  
Cervical Cancer ◽  
Lumbar Vertebra ◽  
Primary Treatment ◽  
Survival Outcomes ◽  
Poor Prognostic Factor ◽  
Body Composition Change ◽  
Early Cervical Cancer ◽  
The Impact

The purpose of this study was to investigate the impact of sarcopenia and body composition change during primary treatment on survival outcomes in patients with early cervical cancer. We retrospectively identified patients diagnosed with 2009 International Federation of Gynecology and Obstetrics stage IB1-IIA2 cervical cancer who underwent primary radical hysterectomy between 2007 and 2019. From pre-treatment CT scans (n = 306), the skeletal muscle area at the third lumbar vertebra (L3) and the waist skeletal muscle volume were measured using an artificial intelligence-based tool. These values were converted to the L3 and volumetric skeletal muscle indices by normalization. We defined L3 and volumetric sarcopenia using 39.0 cm2/m2 and the first quartile (Q1) value, respectively. From pre- and post-treatment CT scan images (n = 192), changes (%) in waist skeletal muscle and fat volumes were assessed. With the use of Cox regression models, factors associated with progression-free survival (PFS) and overall survival (OS) were analyzed. Between the L3 sarcopenia and non-sarcopenia groups, no differences in PFS and OS were observed. In contrast, volumetric sarcopenia was identified as a poor prognostic factor for PFS (adjusted hazard ratio [aHR], 1.874; 95% confidence interval [CI], 1.028–3.416; p = 0.040) and OS (aHR, 3.001; 95% CI, 1.016–8.869; p = 0.047). During primary treatment, significant decreases in waist skeletal muscle (median, −3.9%; p &lt; 0.001) and total fat (median, −5.3%; p &lt; 0.001) were observed. Of the two components, multivariate analysis revealed that the waist fat gain was associated with worse PFS (aHR, 2.007; 95% CI, 1.009–3.993; p = 0.047). The coexistence of baseline volumetric sarcopenia and waist fat gain further deteriorated PFS (aHR, 2.853; 95% CI, 1.257–6.474; p = 0.012). In conclusion, baseline volumetric sarcopenia might be associated with poor survival outcomes in patients with early cervical cancer undergoing primary RH. Furthermore, sarcopenia patients who gained waist fat during primary treatment were at a high risk of disease recurrence.

Myopenia as a significant prognostic factor in BCLC-B intermediate-stage hepatocellular carcinoma treated with sorafenib.

2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e15639-e15639
Author(s):  
Mao Okada ◽  
Hiroyuki Nakanishi ◽  
Masayuki Kurosaki ◽  
Sakura Kirino ◽  
Leona Osawa ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Skeletal Muscle ◽  
Prognostic Factor ◽  
Kinase Inhibitors ◽  
Treatment Options ◽  
Intermediate Stage ◽  
Significant Prognostic Factor ◽  
Poor Prognostic Factor ◽  
Skeletal Muscle Index ◽  
The Impact

e15639 Background: Tyrosine kinase inhibitors (TKI) are important treatment options for unresectable hepatocellular carcinoma (HCC). The survival benefit of sorafernib was demonstrated not only in advanced stage but also for BCLC-B intermediate stage who are refractory to transcatheter arterial chemoembolization by OPTIMIS study. Skeletal muscle mass depletion (Myopenia) is a poor prognostic factor in HCC treated by resection or loco-reginal ablation, but its effect on survival in TKI treated patients, especially in those within BCLC-B stage remains unclear. The aim of the present study is to elucidate the impact of myopenia on survival among HCC treated with sorafenib, especially in BCLC-B stage. Methods: In 213 patients who started treatment with sorafenib between 2009 and 2016, myopenia at baseline was determined by using skeletal muscle index calculated from CT images of the third lumber vertebra level. The impact of myopenia on survival was analyzed in whole patients, after stratification by BCLC stage, and after matching for backgrounds within BCLC-B patients. Results: The median survival in whole, BCLC-C, and –B was 13.7, 8.7 and 15.2 months, respectively. Myopenia was not a significant prognostic factor in whole patients and in BCLC-C stage. However, among BCLC-B patients (n = 104), survival was significantly better in patients with no myopenia (p = 0.05). Among them, 85 patients who continued sorafenib for more than 8 weeks were extracted and those with or without myopenia were matched for backgrounds by propensity score. Backgrounds including etiology, Child-Pugh score, BMI, AFP and PIVKA-Ⅱwas not different between myopenia (n = 30) and no myopenia group (n = 30) after matching. The overall survival at 6-, 12-, and 24-months was 96%, 74%, and 62% in no myopenia group which was significantly better compared to 89%, 64%, and 28% in myopenia group (p = 0.019). The hazard ratio was 2.12 (95% CI 1.11-4.03). Conclusions: Absence of myopenia predicts favorable outcome in sorafenib treated HCC patients within BCLC-B intermediate stage.

scholarly journals Impact of Grip Strength in Patients with Unresectable Hepatocellular Carcinoma Treated with Lenvatinib

Cancers ◽  
2020 ◽  
Vol 12 (8) ◽  
pp. 2146 ◽  
Author(s):  
Kei Endo ◽  
Hidekatsu Kuroda ◽  
Jo Kanazawa ◽  
Takuro Sato ◽  
Yudai Fujiwara ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Skeletal Muscle ◽  
Muscle Strength ◽  
Grip Strength ◽  
Cox Proportional Hazards Model ◽  
University Hospital ◽  
Poor Prognostic Factor ◽  
Skeletal Muscle Index ◽  
Increased Risk ◽  
The Impact

Although sarcopenia is characterized by a loss of muscle strength and skeletal muscle mass, few studies have evaluated the effect of muscle strength on hepatocellular carcinoma (HCC) patients. We evaluated the impact of sarcopenia-related factors (grip strength (GS) and the skeletal muscle index (SMI)) on the survival among lenvatinib-treated unresectable HCC (u-HCC) patients. This single-center cohort study was conducted at a university hospital. The study population included 63 lenvatinib-treated u-HCC patients managed between April 2018 and April 2020. A decreased GS and decreased SMI were found in 21 (33.3%) and 22 (34.9%) patients, respectively. The overall survival (OS) of the normal GS group was significantly higher than that of the decreased GS group, while that of the normal and decreased SMI groups did not differ markedly. There were no significant differences in the progression-free survival between the normal GS and decreased GS groups or the normal SMI and decreased SMI groups. A multivariate Cox proportional hazards model showed that modified albumin-bilirubin-grade (mALBI) 2b (hazard ratio (HR) 4.39) and a decreased GS (HR 3.55) were independently associated with an increased risk of poor prognosis. In addition to the hepatic functional reserve, a decreased GS was a poor prognostic factor in lenvatinib-treated u-HCC patients.

scholarly journals Impact of Grip Strength in Patients with Unresectable Hepatocellular Carcinoma Treated with Lenvatinib

2020 ◽  
Author(s):  
Kei Endo ◽  
Hidekatsu Kuroda ◽  
Jo Kanazawa ◽  
Takuro Sato ◽  
Yudai Fujiwara ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Skeletal Muscle ◽  
Muscle Strength ◽  
Grip Strength ◽  
Cox Proportional Hazards Model ◽  
University Hospital ◽  
Poor Prognostic Factor ◽  
Skeletal Muscle Index ◽  
Increased Risk ◽  
The Impact

Although sarcopenia is characterized by a loss of muscle strength and skeletal muscle mass, few studies have evaluated the effect of muscle strength on hepatocellular carcinoma (HCC) patients. We separately evaluated the impact of sarcopenia-related factors (grip strength [GS] and the skeletal muscle index [SMI]) on the survival among lenvatinib-treated unresectable HCC (u-HCC) patients. This single-center cohort study was conducted at a university hospital. The study population included 63 lenvatinib-treated u-HCC patients managed between April 2018 and April 2020. A decreased GS and decreased SMI were found in 21 (33.3%) and 22 (34.9%) patients, respectively. The overall survival (OS) of the normal GS group was significantly higher than that of the decreased GS group, while that of the normal and decreased SMI groups did not differ markedly. There were no significant differences in the progression-free survival between the normal GS and decreased GS groups or the normal SMI and decreased SMI groups. A multivariate Cox proportional hazards model showed that ALBI2b (hazard ratio [HR] 4.39) and a decreased GS (HR 3.55) were independently associated with an increased risk of poor prognosis. In addition to the hepatic functional reserve, a decreased GS was a poor prognostic factor in lenvatinib-treated u-HCC patients.

scholarly journals Muscle Characteristics Obtained Using Computed Tomography as Prognosticators in Patients with Castration-Resistant Prostate Cancer

Cancers ◽  
2020 ◽  
Vol 12 (7) ◽  
pp. 1864
Author(s):  
Jongsoo Lee ◽  
Jee Soo Park ◽  
Ji Eun Heo ◽  
Hyun Kyu Ahn ◽  
Won Sik Jang ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Computed Tomography ◽  
Skeletal Muscle ◽  
Body Composition ◽  
Survival Rates ◽  
Castration Resistant Prostate Cancer ◽  
Vertebral Level ◽  
Skeletal Muscle Index ◽  
Castration Resistant ◽  
Muscle Attenuation

Limited studies have investigated the correlation between body composition and prostate cancer outcomes. We analyzed the effect of muscle mass and quality on castration-resistant prostate cancer (CRPC) outcomes. Skeletal muscle index (SMI) and skeletal muscle attenuation (SMA) were measured for 411 patients at the L3 vertebral level using computed tomography at CRPC diagnosis and were dived to low and high groups at the value of median. Analysis of the skeletal phenotypes and age (<70 and >70 years) was performed to evaluate the effect of SMI and SMA. The median survival rates for patients with low and high SMI were 19 and 24 months (p = 0.015), and those with low and high SMAs were 15 and 26 months (p < 0.001), respectively. In the subgroup analysis by age, SMA was a significant prognosticator in both groups, while SMI was a significant prognosticator only in patients aged >70 years. Patients with low SMA + low SMI had the worst prognosis. Muscle characteristics seems to be a prognosticator in survival of CRPC patients and may be considered in treatment planning.

Pretreatment skeletal muscle depletion as an adverse prognostic factor in metastatic gastric cancer.

2014 ◽  
Vol 32 (3_suppl) ◽  
pp. 161-161
Author(s):  
Hiroko Hasegawa ◽  
Kazumasa Fujitani ◽  
Yusuke Yamaoka ◽  
Motohiro Hirao ◽  
Shoichi Nakazuru ◽  
...  
Keyword(s):  
Gastric Cancer ◽  
Skeletal Muscle ◽  
Prognostic Factor ◽  
Cancer Patients ◽  
Performance Status ◽  
Metastatic Gastric Cancer ◽  
First Line ◽  
Skeletal Muscle Index ◽  
Pre Treatment ◽  
The Impact

161 Background: Body composition has emerged as an important prognostic factor in cancer patients. Especially, skeletal mass depletion has been associated with poor performance status, toxicity of chemotherapy and shortened survival in cancer patients. However, the impact of pre-treatment skeletal muscle index on survival or toxicity in metastatic gastric cancer patients remains uncertain. Methods: In this retrospective study, we reviewed 98 metastatic gastric cancer (mGC) patients who received S-1 based combination chemotherapy as first-line treatment from April 2006 to March 2013. Pre-treatment skeletal muscle mass was quantified by CT cross sectional area at the third lumbar vertebrae and evaluated as lumbar skeletal muscle index (SMI) (cm2/m2) after normalization for stature (m2). Patients were categorized into 2 groups depending on initial SMI: 35 patients with SMI ≤ 40 and 63 patients with SMI > 40. Results: Median overall survival was significantly shorter in the SMI ≤ 40 group than in the SMI >40 group (439 days versus 565 days; p= 0.03). Progression free survival was also better in the SMI> 40 group without statistical significance (175 days versus 151 days; p= 0.17). Toxicity (grade 3 or 4) was more common in the SMI ≤ 40 group than in the SMI >40 group. (41.1% versus 11.1%; p=0.001). In multivariate analysis, performance status of 2 (HR 4.711, 95%CI 1.065 to 20.832, p=0.04), presence of primary tumor (HR 2.322, 95%CI 1.007 to 5.357, p=0.04) and pre-treatment SMI (HR 2.525, 95%CI 1.145 to 5.568, p=0.02) were independent prognostic factors for OS. Conclusions: The present study suggests that skeletal muscle depletion at the initiation of first-line chemotherapy might be an independent prognostic factor for mGC patients.

The impact of sarcopenia on toxicity and pharmacokinetics of 5-fluorouracil (5FU) in colorectal cancer.

2017 ◽  
Vol 35 (4_suppl) ◽  
pp. 633-633 ◽  
Author(s):  
Grant Richard Williams ◽  
Allison Mary Deal ◽  
Shlomit S. Shachar ◽  
Christine Marie Walko ◽  
Jai Narendra Patel ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Skeletal Muscle ◽  
Body Composition ◽  
Secondary Analysis ◽  
Cytotoxic Agents ◽  
Composition Analysis ◽  
Muscle Area ◽  
Skeletal Muscle Index ◽  
Grade 3 ◽  
The Impact

633 Background: Great heterogeneity exists in the ability of adults with cancer to tolerate treatment. Variability in body composition may affect rates of metabolism of cytotoxic agents and contribute to the variable chemotherapy toxicity observed. The goal of this study was to explore the impact of body composition, in particular sarcopenia, on the pharmacokinetics of 5-fluorouracil (5FU) in a cohort of patients receiving FOLFOX +/- bevacizumab for colorectal cancer. Methods: We performed a secondary analysis of a completed multicenter trial that investigated pharmacokinetic-guided 5FU in patients receiving mFOLFOX6 +/- bevacizumab [Patel et al. The Oncologist 2014]. Computed Tomography (CT) images that were performed as part of routine care were used to for body composition analysis. Skeletal muscle area (SMA) and density (SMD) were analyzed from CT scan L3 lumbar segments using radiological software. SMA and height (m2) were used to calculate skeletal muscle index (SMI = SMA/m2). Skeletal Muscle Gauge (SMG) was created by multiplying SMI x SMD. Differences were compared using two group t-tests and fisher’s exact tests. Results: Of the 70 patients from the original study, 25 had available CT imaging. The mean age was 59, 52% female, 80% Caucasian, and 92% with either stage III or IV disease. Eleven patients (44%) had grade 3/4 toxicity, and 12 patients were identified as sarcopenic (48%) [per Martin et al. JCO 2013]. Sarcopenic patients had numerically higher first cycle 5FU AUCs compared to non-sarcopenic patients (19.3 vs. 17.3 AUC, p= 0.43) and higher grade 3/4 toxicities (50 vs 38.5%, p= 0.70). Patients with low SMG ( < 1475 AU) had higher grade 3/4 toxicities (62 vs 25%, p= 0.11) and higher hematologic toxicities (46 v 8%, p= 0.07). Conclusions: CRC patients with sarcopenia had numerically higher first cycle AUCs of 5FU and a higher incidence of severe toxicities; however, this was not statistically significant, possibly due to limited sample size. SMG, an integrated muscle measure, was more highly correlated with toxicity outcomes than either SMI or SMD alone. Further research exploring the role of body composition in pharmacokinetics is needed with a focus on alternative dosing strategies in sarcopenic patients.

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