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Kim H, Baek S, Han S, Kim GM, Sohn J, Rhee Y, Hong N, Kim MH. Low Skeletal Muscle Radiodensity Predicts Response to CDK4/6 Inhibitors Plus Aromatase Inhibitors in Advanced Breast Cancer. J Cachexia Sarcopenia Muscle 2025; 16:e13666. [PMID: 39686815 DOI: 10.1002/jcsm.13666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 10/16/2024] [Accepted: 10/31/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND Recent evidence indicates that a dysregulated host metabolism influences treatment outcomes in patients with breast cancer. We investigated the association of computed tomography (CT)-derived body composition indices with therapeutic responses in patients with hormone receptor-positive, HER2-negative advanced breast cancer (ABC) on endocrine plus CDK4/6 inhibitor (CDK4/6i) treatment. METHODS The study involved a retrospective cohort of patients with ABC at the Yonsei Cancer Center who received CDK4/6i and aromatase inhibitors as first-line therapy between January 2017 and October 2020. Body composition parameters were estimated from the non-enhanced CT images of the third lumbar spine by commercialized deep learning software. Patients with low skeletal muscle radiodensity (SMD) were defined as patients with SMD of low tertile (≤ 28.7 Hounsfield Units). The primary outcome was progression-free survival (PFS). RESULTS Among the 247 female participants (median age, 53 years; mean body mass index [BMI], 23.7 kg/m2), 45.7% had disease progression or death during a median follow-up of 36.4 months. After adjusting for age and visceral metastasis, SMD was the only independent predictor among body composition parameters for worse PFS (adjusted hazard ratio [HR] = 1.20 per standard deviation decrement, 95% CI: 1.01-1.42, p = 0.041), whereas BMI, muscle area, and fat area were not. Participants with low SMD had a higher risk of progression than those without (PFS, 27.2 vs. 51.1 months, p = 0.009; adjusted HR 1.84, 95% CI: 1.22-2.76, p = 0.003). Strong associations between low SMD and poor PFS were observed in groups with pre-menopause status (HR, 3.04 vs. 1.19 in post-menopause; 95% CI: 1.54-5.99, p for interaction < 0.05) and without visceral metastases (HR, 2.95 vs. 1.19 in with visceral metastases; 95% CI: 1.59-5.49, p for interaction < 0.05). CONCLUSIONS CT-defined low SMD predicts poor treatment outcomes in patients with ABC undergoing first-line treatment with aromatase inhibitors and CDK4/6i.
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Affiliation(s)
- Hyunwook Kim
- Department of Internal Medicine, Division of Medical Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Seungjin Baek
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Sookyeong Han
- Endocrine Research Institute, Severance Hospital, Seoul, South Korea
| | - Gun Min Kim
- Department of Internal Medicine, Division of Medical Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Joohyuk Sohn
- Department of Internal Medicine, Division of Medical Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Yumie Rhee
- Department of Internal Medicine, Endocrine Research Institute, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Namki Hong
- Department of Internal Medicine, Endocrine Research Institute, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Min Hwan Kim
- Department of Internal Medicine, Division of Medical Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea
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Li Z, Zhao Y, Xie Y, Zhang L, Sun Y, Yang K, Duan S, Yu X, Shen Z, Jiang W. Impact of CT-relevant skeletal muscle parameters on post-liver transplantation survival in patients with hepatocellular carcinoma. Hepatol Int 2024; 18:1516-1527. [PMID: 39003652 DOI: 10.1007/s12072-024-10708-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 06/14/2024] [Indexed: 07/15/2024]
Abstract
BACKGROUND The specific CT-related skeletal muscle parameters predictive of postoperative survival in liver transplant (LT) patients with hepatocellular carcinoma (HCC) remain unclear. There is increasing evidence supporting the role of fatty acids and their lipid intermediates in regulating skeletal muscle mass and function, the relationship between lipoprotein subfractions and body composition remains unclear. METHODS Adult patients with HCC who underwent LT between January 2015 and September 2022 were retrospectively analyzed. CT parameters, including skeletal muscle index (SMI), psoas muscle index (PMI), skeletal muscle density (SMD), visceral and subcutaneous adipose tissue (VAT and SAT), and the VAT/SAT ratio at the L3 level, and lipid profiles, were assessed prior to LT. RESULTS Of the 284 LT patients with HCC, 224 underwent CT (L3 level) within 3 months of LT, and 82 (37%) were diagnosed with myosteatosis. Patients with myosteatosis exhibited significantly lower 1- and 3-year survival rates (p = 0.002, p = 0.01), a trend persisting even beyond the Milan criteria (p = 0.004, p = 0.04). After adjusting for covariates, SMD demonstrated a significant negative correlation with post-transplant survival (HR: 0.90, [95% Confidence Interval(CI): 0.83-0.98], C-statistic: 0.78, p = 0.009). Pearson's correlation analysis revealed a positive correlation between high-density lipoprotein cholesterol (HDL-C) and apolipoprotein A1(ApoA1) levels and SMD. Multivariate stepwise regression analysis demonstrated that every 10 Hounsfield unit decrease in SMD was associated with a 0.16 mmol/L decrease in HDL-C and a 0.18 g/L decrease in ApoA1. CONCLUSION Routine abdominal CT scans for assessing skeletal muscle density before LT were significantly associated with post-transplant mortality. Furthermore, abnormal HDL-C and ApoA1 levels before LT were associated with myosteatosis.
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Affiliation(s)
- Zhaoxian Li
- School of Medicine, Nankai University, Tianjin, China
- Department of Liver Transplantation, Tianjin First Central Hospital, Nankai District, No. 24 Fukang Road, Tianjin, China
| | - Yumeng Zhao
- School of Medicine, Nankai University, Tianjin, China
| | - Yan Xie
- Department of Liver Transplantation, Tianjin First Central Hospital, Nankai District, No. 24 Fukang Road, Tianjin, China
- Laboratory of Molecular and Treatment of Liver Cancer, Tianjin First Central Hospital, Tianjin, China
| | - Li Zhang
- Department of Liver Transplantation, Tianjin First Central Hospital, Nankai District, No. 24 Fukang Road, Tianjin, China
- Laboratory of Molecular and Treatment of Liver Cancer, Tianjin First Central Hospital, Tianjin, China
| | - Yanyan Sun
- Department of Liver Transplantation, Tianjin First Central Hospital, Nankai District, No. 24 Fukang Road, Tianjin, China
| | - Kai Yang
- First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Shaoxian Duan
- First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Xinghui Yu
- School of Medicine, Nankai University, Tianjin, China
| | - Zhongyang Shen
- School of Medicine, Nankai University, Tianjin, China.
- Department of Liver Transplantation, Tianjin First Central Hospital, Nankai District, No. 24 Fukang Road, Tianjin, China.
- Laboratory of Molecular and Treatment of Liver Cancer, Tianjin First Central Hospital, Tianjin, China.
| | - Wentao Jiang
- School of Medicine, Nankai University, Tianjin, China.
- Department of Liver Transplantation, Tianjin First Central Hospital, Nankai District, No. 24 Fukang Road, Tianjin, China.
- Laboratory of Molecular and Treatment of Liver Cancer, Tianjin First Central Hospital, Tianjin, China.
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Shahzadi I, Zwanenburg A, Frohwein LJ, Schramm D, Meyer HJ, Hinnerichs M, Moenninghoff C, Niehoff JH, Kroeger JR, Borggrefe J, Surov A. Short-term mortality prediction in acute pulmonary embolism: Radiomics values of skeletal muscle and intramuscular adipose tissue. J Cachexia Sarcopenia Muscle 2024; 15:1430-1440. [PMID: 38859660 PMCID: PMC11294025 DOI: 10.1002/jcsm.13488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 03/08/2024] [Accepted: 03/22/2024] [Indexed: 06/12/2024] Open
Abstract
BACKGROUND Acute pulmonary embolism (APE) is a potentially life-threatening disorder, emphasizing the importance of accurate risk stratification and survival prognosis. The exploration of imaging biomarkers that can reflect patient survival holds the potential to further enhance the stratification of APE patients, enabling personalized treatment and early intervention. Therefore, in this study, we develop computed tomography pulmonary angiography (CTPA) radiomic signatures for the prognosis of 7- and 30-day all-cause mortality in patients with APE. METHODS Diagnostic CTPA images from 829 patients with APE were collected. Two hundred thirty-four features from each skeletal muscle (SM), intramuscular adipose tissue (IMAT) and both tissues combined (SM + IMAT) were calculated at the level of thoracic vertebra 12. Radiomic signatures were derived using 10 times repeated three-fold cross-validation on the training data for SM, IMAT and SM + IMAT for predicting 7- and 30-day mortality independently. The performance of the radiomic signatures was then evaluated on held-out test data and compared with the simplified pulmonary embolism severity index (sPESI) score, a well-established biomarker for risk stratification in APE. Predictive accuracy was assessed by the area under the receiver operating characteristic curve (AUC) with a 95% confidence interval (CI), sensitivity and specificity. RESULTS The radiomic signatures based on IMAT and a combination of SM and IMAT (SM + IMAT) achieved moderate performance for the prediction of 30-day mortality on test data (IMAT: AUC = 0.68, 95% CI [0.57-0.78], sensitivity = 0.57, specificity = 0.73; SM + IMAT: AUC = 0.70, 95% CI [0.60-0.79], sensitivity = 0.74, specificity = 0.54). Radiomic signatures developed for predicting 7-day all-cause mortality showed overall low performance. The clinical signature, that is, sPESI, achieved slightly better performance in terms of AUC on test data compared with the radiomic signatures for the prediction of both 7- and 30-day mortality on the test data (7 days: AUC = 0.73, 95% CI [0.67-0.79], sensitivity = 0.92, specificity = 0.16; 30 days: AUC = 0.74, 95% CI [0.66-0.82], sensitivity = 0.97, specificity = 0.16). CONCLUSIONS We developed and tested radiomic signatures for predicting 7- and 30-day all-cause mortality in APE using a multicentric retrospective dataset. The present multicentre work shows that radiomics parameters extracted from SM and IMAT can predict 30-day all-cause mortality in patients with APE.
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Affiliation(s)
- Iram Shahzadi
- Department of Radiology, Neuroradiology and Nuclear MedicineJohannes Wesling University Hospital, Ruhr University BochumBochumGermany
- Siemens Healthineers GmbHErlangenGermany
| | - Alex Zwanenburg
- OncoRay‐National Center for Radiation Research in Oncology, Faculty of Medicine, and University Hospital Carl Gustav CarusTechnische Universität Dresden, Helmholtz‐Zentrum Dresden‐RossendorfDresdenGermany
- National Center for Tumor Diseases (NCT), Partner Site DresdenDresdenGermany
| | | | | | | | | | - Christoph Moenninghoff
- Department of Radiology, Neuroradiology and Nuclear MedicineJohannes Wesling University Hospital, Ruhr University BochumBochumGermany
| | - Julius Henning Niehoff
- Department of Radiology, Neuroradiology and Nuclear MedicineJohannes Wesling University Hospital, Ruhr University BochumBochumGermany
| | - Jan Robert Kroeger
- Department of Radiology, Neuroradiology and Nuclear MedicineJohannes Wesling University Hospital, Ruhr University BochumBochumGermany
| | - Jan Borggrefe
- Department of Radiology, Neuroradiology and Nuclear MedicineJohannes Wesling University Hospital, Ruhr University BochumBochumGermany
| | - Alexey Surov
- Department of Radiology, Neuroradiology and Nuclear MedicineJohannes Wesling University Hospital, Ruhr University BochumBochumGermany
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Thai ST, Lund JL, Poole C, Buse JB, Stürmer T, Harmon CA, Al-Obaidi M, Williams GR. Skeletal muscle density performance for screening frailty in older adults with cancer and the impact of diabetes: The CARE Registry. J Geriatr Oncol 2024; 15:101815. [PMID: 38896951 PMCID: PMC11346769 DOI: 10.1016/j.jgo.2024.101815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 05/30/2024] [Accepted: 06/11/2024] [Indexed: 06/21/2024]
Abstract
INTRODUCTION Skeletal muscle density (SMD) measurements from imaging scans identify myosteatosis and could screen patients for geriatric assessment. We assessed SMD performance as a screening tool to identify older adults with cancer likely to be frail and who could benefit from in-depth assessment; we compared performance by sex and diabetes status. MATERIALS AND METHODS We analyzed patients in the Cancer & Aging Resilience Evaluation (CARE) Registry. Frailty and diabetes were captured using a patient-reported geriatric assessment (CARE tool). Frailty was defined using CARE frailty index (CARE-FI) based on principles of deficit accumulation. SMD was calculated from computed tomography scans (L3 vertebrae). Analyses were conducted by sex and diabetes status. Scatterplots and linear regression described crude associations between SMD and frailty score. Classification performance (frail vs. non-frail) was analyzed with (1) area under the receiver operating characteristic curves (AUC) and confidence intervals (CIs); and (2) sensitivity/specificity for sex-specific SMD quartile cut-offs (Q1, median, Q3). Performance was compared between patients with and without diabetes using differences and estimated CIs (2000 bootstrap replicates). We additionally calculated positive and negative likelihood ratios (LR+, LR-). RESULTS The analytic cohort included 872 patients (39% female, median age 68 years, 27% with diabetes) with predominately stage III/IV gastrointestinal cancer; >60% planning to initiate first-line chemotherapy. SMD was negatively associated with frailty score; models were best fit in male patients with diabetes. AUC estimates for female (range: 0.58-0.62) and male (0.58-0.68) patients were low. Q3 cut-offs had high sensitivity (range: 0.76-0.89), but poor specificity (0.25-0.34). Diabetes did not impact estimates for female patients. Male patients with diabetes had greater sensitivity estimates compared to those without (sensitivity differences: 0.23 [0.07, 0.38], 0.08 [-0.07, 0.24], and 0.11 [0.00, 0.22] for Q1, median, Q3, respectively). LR estimates were most notable for male patients with diabetes (LR+ = 2.92, Q1 cut-off; LR- = 0.46, Q3 cut-off). DISCUSSION Using SMD alone to screen older patients for geriatric assessment requires improvement. High-sensitivity cut-off points could miss 11-24% of patients with frailty, and many non-frail patients may be flagged. Screening with SMD is practical but work is needed to understand clinical andresource impacts of different cut-off points. Future research should evaluate performance with additional clinical data and in subgroups.
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Affiliation(s)
- Sydney T Thai
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Jennifer L Lund
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Charles Poole
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John B Buse
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Til Stürmer
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Christian A Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mustafa Al-Obaidi
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL, USA
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Calixto-Lima L, Wiegert EVM, de Oliveira LC, Chaves GV, Avesani CM, Bezerra FF. Factors associated with variability in skeletal muscle radiodensity in patients with metastatic cancer. Nutrition 2024; 120:112351. [PMID: 38330891 DOI: 10.1016/j.nut.2024.112351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 12/26/2023] [Accepted: 01/02/2024] [Indexed: 02/10/2024]
Abstract
OBJECTIVES This study aimed to explore factors associated with skeletal muscle radiodensity (SMD) variability in patients with metastatic cancer. METHODS This study included 393 patients (median age 61 y, 70% women) who had computed tomography (CT) scans within 30 days of inclusion in the study. SMD was evaluated from CT by averaging the Hounsfield unit value of the total muscle area. Skeletal muscle index (SMI), visceral adipose tissue index (VATI), subcutaneous adipose tissue index (SATI), and total adipose tissue index (TATI) were also assessed by CT. Additionally, age, sex, race/skin color, disease characteristics, comorbidities, inflammatory markers, handgrip strength (HGS), and body mass index (BMI) were recorded and evaluated in the linear regression analysis to identify factors associated with SMD variability. RESULTS Multivariate explanatory models having SMD as an independent variable were performed and included BMI (model 1, r2 = 0.699), TATI (model 2, r2 = 0.712) or VATI and SATI (model 3, r2 = 0.706) in addition to age, race/skin color, tumor site, kidney disease, serum albumin, HGS, and SMI as dependent variables. For all models, lower SMD was associated with higher age, BMI, and adiposity measurements, kidney disease, White race/skin color, and lower serum albumin, HGS, and SMI. The primary tumor site also contributed to changes in SMD in all models, specifically those located in the gastrointestinal tract, gynecologic, and bone and connective tissue. CONCLUSION In this group of patients with metastatic cancer, lower SMD was associated with older age, White race/skin color, and an overall worse clinical condition.
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Affiliation(s)
| | | | | | | | - Carla Maria Avesani
- Nutrition Institute, Rio de Janeiro State University, Rio de Janeiro, Brazil; Division of Renal Medicine and Baxter Novum, Department of Clinical Science, Technology and Intervention, Karolinska Institute, Stockholm, Sweden
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Zoabi A, Bentov-Arava E, Sultan A, Elia A, Shalev O, Orevi M, Gofrit ON, Margulis K. Adipose tissue composition determines its computed tomography radiodensity. Eur Radiol 2024; 34:1635-1644. [PMID: 37656176 DOI: 10.1007/s00330-023-09911-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 05/01/2023] [Accepted: 05/03/2023] [Indexed: 09/02/2023]
Abstract
OBJECTIVES Adipose tissue radiodensity in computed tomography (CT) performed before surgeries can predict surgical difficulty. Despite its clinical importance, little is known about what influences radiodensity. This study combines desorption electrospray ionization mass spectrometry imaging (DESI-MSI) and electrospray ionization (ESI) with machine learning to unveil how chemical composition of adipose tissue determines its radiodensity. METHODS Patients in the study underwent abdominal surgeries. Before surgery, CT radiodensity of fat near operated sites was measured. Fifty-three fat samples were collected and analyzed by DESI-MSI, ESI, and histology, and then sorted by radiodensity, demographic parameters, and adipocyte size. A non-negative matrix factorization (NMF) algorithm was developed to differentiate between high and low radiodensities. RESULTS No associations between radiodensity and patient age, gender, weight, height, or fat origin were found. Body mass index showed negative correlation with radiodensity. A substantial difference in chemical composition between adipose tissues of high and low radiodensities was observed. More radiodense tissues exhibited greater abundance of high molecular weight species, such as phospholipids of various types, ceramides, cholesterol esters and diglycerides, and about 70% smaller adipocyte size. Less radiodense tissue showed high abundance of short acyl-tail fatty acids. CONCLUSIONS This study unveils the connection between abdominal adipose tissue radiodensity and its chemical composition. Because the radiodensity of the fat around the surgical site is associated with surgical difficulty, it is important to understand how adipose tissue composition affects this parameter. We conclude that fat tissue with a higher content of various phospholipids and waxy lipids is more CT radiodense. CLINICAL RELEVANCE STATEMENT This study establishes the connection between the CT radiodensity of adipose tissue and its chemical composition. Clinicians may use this information for preoperative planning of surgical procedures, potentially modifying their surgical approach (for example, performing partial nephrectomy openly rather than laparoscopically). KEY POINTS • Adipose tissue radiodensity values in computed tomography images taken prior to the surgery can potentially predict surgery difficulty. • Fifty-three human specimens were analyzed by advanced mass spectrometry, molecular imaging, and machine learning to establish the key features that determine Hounsfield units' values of adipose tissue. • The findings of this research will enable clinicians to better prepare for surgical procedures and select operative strategies.
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Affiliation(s)
- Amani Zoabi
- The Institute for Drug Research, the School of Pharmacy, the Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Einav Bentov-Arava
- The Institute for Drug Research, the School of Pharmacy, the Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Adan Sultan
- The Institute for Drug Research, the School of Pharmacy, the Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Anna Elia
- Department of Pathology, Hadassah Medical Center, the Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Ori Shalev
- Metabolomics Center, Core Research Facility, the Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Marina Orevi
- Nuclear Medicine, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Ofer N Gofrit
- Department of Urology, Hadassah Medical Center the Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Katherine Margulis
- The Institute for Drug Research, the School of Pharmacy, the Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel.
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Choe HJ, Chang W, Blüher M, Heymsfield SB, Lim S. Independent association of thigh muscle fat density with vascular events in Korean adults. Cardiovasc Diabetol 2024; 23:44. [PMID: 38281946 PMCID: PMC10823598 DOI: 10.1186/s12933-024-02138-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 01/17/2024] [Indexed: 01/30/2024] Open
Abstract
BACKGROUND We aimed to explore the associations between thigh muscle fat density and vascular events. METHODS A total of 3,595 adults (mean age, 57.2 years; women, 1,715 [47.7%]) without baseline cardiovascular events from the Korean Atherosclerosis Study-2 were included. Muscle and fat area at the mid-thigh level were measured by computed tomography (CT) using the following Hounsfield Unit range: 0-30 for low density muscle (LDM); 31-100 for normal density muscle (NDM); and - 250 to - 50 for fat. RESULTS During a median follow-up period of 11.8 (4.3-13.9) years, vascular events occurred in 11.6% of men and 5.9% of women. Individuals with vascular events had a larger LDM area (men: 48.8 ± 15.5 cm2 vs. 44.6 ± 14.5 cm2; women: 39.4 ± 13.2 cm2 vs. 35.0 ± 11.8 cm2, both P < 0.001) compared with those who did not have vascular events during the follow-up of at least 5 years. The LDM/NDM ratio was also independently associated with vascular events after adjusting for cardiometabolic risk factors. Moreover, the LDM/NDM ratio improved the prognostic value for vascular events when added to conventional risk factors. CONCLUSIONS The current study suggests that a higher thigh muscle fat infiltration is associated with an increased risk of developing vascular events among Korean adults.
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Affiliation(s)
- Hun Jee Choe
- Department of Internal Medicine, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, South Korea
- Seoul National University College of Medicine, Seoul, South Korea
| | - Won Chang
- Seoul National University College of Medicine, Seoul, South Korea
- Department of Radiology, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Matthias Blüher
- Helmholtz Institute for Metabolic, Obesity and Vascular Research of the Helmholtz Zentrum München at the University of Leipzig and University Hospital, Leipzig, Germany
| | | | - Soo Lim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, 82, Gumi-ro, 173 Beon-gil, Bundang-gu, Seongnam, 13620, South Korea.
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Oh E, Cho NJ, Kang H, Kim SH, Park HK, Kwon SH. Computed tomography evaluation of skeletal muscle quality and quantity in people with morbid obesity with and without metabolic abnormality. PLoS One 2023; 18:e0296073. [PMID: 38134035 PMCID: PMC10745145 DOI: 10.1371/journal.pone.0296073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023] Open
Abstract
We investigated the differences in quantity and quality of skeletal muscle between metabolically healthy obese (MHO) and metabolically unhealthy obese (MUO) individuals using abdominal CT. One hundred and seventy-two people with morbid obesity who underwent bariatric surgery and 64 healthy control individuals participated in this retrospective study. We divided the people with morbid obesity into an MHO and MUO group. In addition, nonobese metabolic healthy people were included analysis to provide reference levels. CT evaluation of muscle quantity (at the level of the third lumbar vertebra [L3]) was performed by calculating muscle anatomical cross-sectional area (CSA), which was normalized to patient height to produce skeletal muscle index (SMI). Muscle quality was assessed as skeletal muscle density (SMD), which was calculated from CT muscle attenuation. To characterize intramuscular composition, muscle attenuation was classified into three categories using Hounsfield unit (HU) thresholds: -190 HU to -30 HU for intermuscular adipose tissue (IMAT), -29 to +29 HU for low attenuation muscle (LAM), and +30 to +150 HU for normal attenuation muscle (NAM). People with morbid obesity comprised 24 (14%) MHO individuals and 148 (86%) MUO individuals. The mean age of the participants was 39.7 ± 12.5 years, and 154 (65%) participants were women. MUO individuals had a significantly greater total skeletal muscle CSA than MHO individuals in the model that adjusted for all variables. Total skeletal muscle SMI, SMD, NAM index, LAM index, and IMAT index did not differ between MHO and MUO individuals for all adjusted models. Total skeletal muscle at the L3 level was not different in muscle quantity, quality, or intramuscular composition between the MHO and MUO individuals, based on CT evaluation. MHO individuals who are considered "healthy" should be carefully monitored and can have a similar risk of metabolic complications as MUO individuals, at least based on an assessment of skeletal muscle.
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Affiliation(s)
- Eunsun Oh
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Nam-Jun Cho
- Department of Internal Medicine, Soonchunhyang University Cheonan Hospital, Cheonan, Korea
| | - Heemin Kang
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Sang Hyun Kim
- Department of General Surgery, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Hyeong Kyu Park
- Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Soon Hyo Kwon
- Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Korea
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Abdallah NH, Nagayama H, Takahashi N, Gonsalves W, Fonder A, Dispenzieri A, Dingli D, Buadi FK, Lacy MQ, Hobbs M, Gertz MA, Binder M, Kapoor P, Warsame R, Hayman SR, Kourelis T, Hwa YL, Lin Y, Kyle RA, Rajkumar SV, Broski SM, Kumar SK. Muscle and fat composition in patients with newly diagnosed multiple myeloma. Blood Cancer J 2023; 13:185. [PMID: 38086801 PMCID: PMC10716405 DOI: 10.1038/s41408-023-00934-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 08/13/2023] [Accepted: 10/24/2023] [Indexed: 12/18/2023] Open
Abstract
Measures of muscle and adipose tissue mass have been associated with outcomes in several malignancies, but studies in multiple myeloma (MM) are inconsistent. The aim of this study was to evaluate the association between muscle and fat areas and radiodensity, and overall survival (OS) in patients with newly diagnosed MM. We included 341 patients diagnosed with MM from 2010-2019 who had an 18F-fluorodeoxyglucose positron emission tomography/computed tomography at diagnosis. A cross-sectional image at the third lumbar vertebrae was segmented into muscle and fat components. Median follow up was 5.7 years. There was no association between sarcopenia and baseline disease characteristics or OS. Low muscle radiodensity was associated with higher disease stage, anemia, and renal failure. OS was 5.6 vs. 9.0 years in patients with muscle radiodensity in the lower vs. middle/upper tertiles, respectively (P = 0.02). High subcutaneous adipose tissue (SAT) radiodensity was associated with higher stage, anemia, thrombocytopenia, hypercalcemia, renal failure, and high LDH. OS was 5.4 years vs. not reached in patients with SAT radiodensity in the upper vs. middle/lower tertiles, respectively (P = 0.001). In conclusion, sarcopenia was not associated with OS in MM patients. High SAT radiodensity and low muscle radiodensity were associated with advanced disease stage and adverse laboratory characteristics.
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Affiliation(s)
| | | | | | | | - Amie Fonder
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | | | - David Dingli
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | | | - Martha Q Lacy
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - Miriam Hobbs
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - Morie A Gertz
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - Moritz Binder
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | | | - Rahma Warsame
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Yi L Hwa
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - Yi Lin
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - Robert A Kyle
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Shaji K Kumar
- Division of Hematology, Mayo Clinic, Rochester, MN, USA.
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10
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Zhang W, Tang J, Tang H, Xie L, Wang J, Wu J, Yang M. Different computed tomography parameters for defining myosteatosis in patients with advanced non-small cell lung cancer. Clin Nutr 2023; 42:2414-2421. [PMID: 37871482 DOI: 10.1016/j.clnu.2023.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/09/2023] [Accepted: 10/04/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND & AIMS Myosteatosis, excess muscle fat infiltration, is a novel prognostic factor in cancer patients. To define myosteatosis, skeletal muscle radiodensity (SMD) is most commonly used, while intramuscular adipose tissue (IMAT) is newly introduced. We aimed to compare SMD-defined and IMAT-defined myosteatosis for predicting overall survival (OS) in patients with advanced non-small cell lung cancer (NSCLC) and to explore whether patients with both low SMD and high IMAT had a shorter OS than patients with low SMD or high IMAT alone. METHODS We consecutively and prospectively recruited adult patients with stage IIIB or IV NSCLC at a teaching hospital. The mean SMD of all skeletal muscle areas and the area of IMAT on the unenhanced chest computed tomography (CT) images at the 12th thoracic vertebral level were segmented using Mimics version 21.0. Myosteatosis was defined by either low SMD (SMD-defined myosteatosis) or high IMAT (IMAT-defined myosteatosis). The optimal cutoffs for low SMD and high IMAT were also determined using the maximally selected rank statistics method. We calculated hazard ratios (HRs) and the corresponding confidence intervals (CIs) to evaluate the associations of OS with low SMD, high IMAT, and a combination of them. RESULTS We included 565 patients (345 men and 220 women; mean age 58.5 ± 9.0 years). Lower IMAT exhibited a tendency toward a favorable prognosis in men (p = 0.0015) and women (p < 0.0001); whereas higher SMD tended to have a favorable prognosis in men (p = 0.0006) and women (p < 0.0001). At baseline, 423 (74.9 %) participants had high IMAT, 432 (76.5 %) participants had low SMD and 370 (65.5 %) participants had both high IMAT and low SMD. Compared to those without either high IMAT or low SMD, the participants with either high IMAT or low SMD had a shorter OS, while the participants with both High IMAT and Low SMD had the shortest OS (log-rank p < 0.0001). After adjustment for the same confounders, high IMAT (HR, 1.44; 95 % CI, 1.10-1.87) and low SMD (HR, 1.92; 95 % CI, 1.36-2.43) were separately associated with poor prognosis. Moreover, the combination of high IMAT and low SMD indicated a higher risk of poor prognosis (HR, 2.43; 95 % CI, 1.62-3.66). CONCLUSIONS Both SMD-defined and IMAT-defined myosteatosis are highly prevalent in patients with advanced NSCLC and may serve as independent prognostic factors for OS. The diagnosis of myosteatosis might consider a combination of low SMD and high IMAT because this would help identify patients at a higher risk of mortality.
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Affiliation(s)
- Wenyi Zhang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Jing Tang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Huiyu Tang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Lingling Xie
- West China School of Nursing, West China Hospital, Sichuan University/ Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Jing Wang
- West China School of Nursing, West China Hospital, Sichuan University/ Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Jinhui Wu
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China; National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
| | - Ming Yang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China; National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
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11
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Ostadan F, Donovan AA, Matouk E, David FG, Marchand D, Reinhold C, Nguyen D, Goldberg P, Benedetti A, Smith BM, Petrof BJ. Computed tomography reveals hypertrophic remodelling of the diaphragm in cystic fibrosis but not in COPD. ERJ Open Res 2023; 9:00282-2023. [PMID: 37753287 PMCID: PMC10518894 DOI: 10.1183/23120541.00282-2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/05/2023] [Indexed: 09/28/2023] Open
Abstract
Background Computed tomography (CT) is increasingly used for assessing skeletal muscle characteristics. In cystic fibrosis (CF) and chronic obstructive pulmonary disease (COPD), reduced limb muscle mass predicts poor clinical outcomes. However, the degree to which quantity or quality of respiratory and nonrespiratory muscles is affected by these diseases remains controversial. Methods Thoracic CT images of 29 CF, 21 COPD and 20 normal spirometry control subjects were analysed to measure indices of muscle quantity (volume or cross-sectional area) and quality (radiodensity) in respiratory (diaphragm, abdominal) and nonrespiratory (pectoralis, lumbar paraspinal) muscles. Multivariable linear regression assessed relationships of CT measurements with body mass index (BMI), forced expiratory volume in 1 s (FEV1) % pred, inflammation and infection biomarkers, nutritional status and CF genotype. Results Diaphragm volume in CF was significantly higher than in COPD (by 154%) or controls (by 140%). Abdominal muscle area in CF was also greater than in COPD (by 130%). Nonrespiratory muscles in COPD had more low radiodensity muscle (marker of lipid content) compared to CF and controls. In CF but not COPD, higher BMI and FEV1 % pred were independently associated with higher diaphragm and/or abdominal muscle quantity indices. Serum creatinine also predicted respiratory and nonrespiratory muscle quantity in CF, whereas other biomarkers including genotype correlated poorly with muscle CT parameters. Conclusions Our data suggest that the CF diaphragm undergoes hypertrophic remodelling, whereas in COPD the nonrespiratory muscles show altered muscle quality consistent with greater lipid content. Thoracic CT can thus identify distinctive respiratory and nonrespiratory muscle remodelling signatures associated with different chronic lung diseases.
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Affiliation(s)
- Fatemeh Ostadan
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Adamo A. Donovan
- Respiratory Epidemiology and Clinical Research Unit, Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Elias Matouk
- Respiratory Division, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Francois Gabriel David
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Critical Care, McGill University, Montreal, QC, Canada
| | - Dylan Marchand
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | | | - Dao Nguyen
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Respiratory Division, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Peter Goldberg
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Respiratory Division, Department of Medicine, McGill University, Montreal, QC, Canada
- Department of Critical Care, McGill University, Montreal, QC, Canada
| | - Andrea Benedetti
- Respiratory Epidemiology and Clinical Research Unit, Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada
| | - Benjamin M. Smith
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Respiratory Epidemiology and Clinical Research Unit, Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Respiratory Division, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Basil J. Petrof
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Respiratory Division, Department of Medicine, McGill University, Montreal, QC, Canada
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12
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Hanna L, Sellahewa R, Huggins CE, Lundy J, Croagh D. Relationship between circulating tumour DNA and skeletal muscle stores at diagnosis of pancreatic ductal adenocarcinoma: a cross-sectional study. Sci Rep 2023; 13:9663. [PMID: 37316578 DOI: 10.1038/s41598-023-36643-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 06/07/2023] [Indexed: 06/16/2023] Open
Abstract
Low skeletal muscle index (SMI) and low skeletal muscle radiodensity (SMD) are associated with reduced survival time in pancreatic ductal adenocarcinoma (PDAC). The negative prognostic impact of low SMI and low SMD is often reported as independent of cancer stage when using traditional clinical staging tools. Therefore, this study sought to explore the relationship between a novel marker of tumour burden (circulating tumour DNA) and skeletal muscle abnormalities at diagnosis of PDAC. A retrospective cross-sectional study was conducted in patients who had plasma and tumour tissue samples stored in the Victorian Pancreatic Cancer Biobank (VPCB) at diagnosis of PDAC, between 2015 and 2020. Circulating tumour DNA (ctDNA) of patients with G12 and G13 KRAS mutations was detected and quantified. Pre-treatment SMI and SMD derived from analysis of diagnostic computed tomography imaging was tested for its association to presence and concentration of ctDNA, as well as conventional staging, and demographic variables. The study included 66 patients at PDAC diagnosis; 53% female, mean age 68.7 years (SD ± 10.9). Low SMI and low SMD were present in 69.7% and 62.1% of patients, respectively. Female gender was an independent risk factor for low SMI (OR 4.38, 95% CI 1.23-15.55, p = 0.022), and older age an independent risk factor for low SMD (OR 1.066, 95% CI 1.002-1.135, p = 0.044). No association between skeletal muscle stores and concentration of ctDNA (SMI r = - 0.163, p = 0.192; SMD r = 0.097, p = 0.438) or stage of disease according to conventional clinical staging [SMI F(3, 62) = 0.886, p = 0.453; SMD F(3, 62) = 0.717, p = 0.545] was observed. These results demonstrate that low SMI and low SMD are highly prevalent at diagnosis of PDAC, and suggest they are comorbidities of cancer rather than related to the clinical stage of disease. Future studies are needed to identify the mechanisms and risk factors for low SMI and low SMD at diagnosis of PDAC to aid screening and intervention development.
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Affiliation(s)
- Lauren Hanna
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia.
- Department of Nutrition and Dietetics, Monash Health, Clayton, VIC, Australia.
| | - Rav Sellahewa
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Monash University, Clayton, VIC, Australia
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Department of Upper Gastrointestinal Surgery, Monash Health, Clayton, VIC, Australia
| | - Catherine E Huggins
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Global Obesity Centre (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Burwood, VIC, Australia
| | - Joanne Lundy
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Department of Molecular and Translational Science, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC, Australia
| | - Daniel Croagh
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Department of Upper Gastrointestinal Surgery, Monash Health, Clayton, VIC, Australia
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13
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MacCormick A, Streeter A, Puckett M, Aroori S. The impact of myosteatosis on outcomes following surgery for gastrointestinal malignancy: a meta-analysis. Ann R Coll Surg Engl 2023; 105:203-211. [PMID: 35175107 PMCID: PMC9974339 DOI: 10.1308/rcsann.2021.0290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2021] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION The aim of this review was to evaluate the impact of preoperative myosteatosis on long-term outcomes following surgery for gastrointestinal malignancy. METHODS We conducted a systematic search of the electronic information sources, including PubMed MEDLINE, Embase, Cochrane Central Register of Controlled Trials (CENTRAL), CINAHL and AMED. Studies were included if they reported the impact of preoperatively defined myosteatosis, or a similar term, on long-term survival outcomes following surgery for gastrointestinal malignancy. A subgroup analysis was performed for those studies reporting outcomes for colorectal cancer patients only. FINDINGS Thirty-nine full-text articles were reviewed for inclusion, with 19 being retained after the inclusion criteria were applied. The total number of included patients across all studies was 14,481. Patients with myosteatosis had significantly poorer overall survival, according to univariate (hazard ratio (HR) 1.82, 95% confidence interval (CI) 1.67-1.99) and multivariable (HR 1.66, 95% CI 1.49-1.86) analysis. This was also demonstrated for cancer-specific survival (univariate HR 1.62, 95% CI 1.18-2.22; multivariable HR 1.73, 95% CI 1.48-2.03) and recurrence-free survival (univariate HR 1.28, 95% CI 1.10-1.48; multivariable HR 1.38, 95% CI 1.07-1.77). CONCLUSIONS This meta-analysis demonstrates that patients with preoperative myosteatosis have poorer long-term survival outcomes following surgery for gastrointestinal malignancy. Therefore, myosteatosis should be used for preoperative optimisation and as a prognostic tool before surgery. More standardised definitions of myosteatosis and further cohort studies of patients with non-colorectal malignancies are required.
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Affiliation(s)
| | | | - M Puckett
- University Hospitals Plymouth NHS Trust, UK
| | - S Aroori
- University Hospitals Plymouth NHS Trust, UK
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14
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Monirujjaman M, Renani LB, Isesele P, Dunichand-Hoedl AR, Mazurak VC. Increased Expression of Hepatic Stearoyl-CoA Desaturase (SCD)-1 and Depletion of Eicosapentaenoic Acid (EPA) Content following Cytotoxic Cancer Therapy Are Reversed by Dietary Fish Oil. Int J Mol Sci 2023; 24:ijms24043547. [PMID: 36834959 PMCID: PMC9962117 DOI: 10.3390/ijms24043547] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/03/2023] [Accepted: 02/07/2023] [Indexed: 02/12/2023] Open
Abstract
Cancer treatment evokes impediments to liver metabolism that culminate in fatty liver. This study determined hepatic fatty acid composition and expression of genes and mediators involved in lipid metabolism following chemotherapy treatment. Female rats bearing the Ward colon tumor were administered Irinotecan (CPT-11) +5-fluorouracil (5-FU) and maintained on a control diet or a diet containing eicosapentaenoic acid (EPA) + docosahexaenoic acid (DHA) (2.3 g/100 g fish oil). Healthy animals provided with a control diet served as a reference group. Livers were collected one week after chemotherapy. Triacylglycerol (TG), phospholipid (PL), ten lipid metabolism genes, leptin, and IL-4 were measured. Chemotherapy increased TG content and reduced EPA content in the liver. Expression of SCD1 was upregulated by chemotherapy, while dietary fish oil downregulated its expression. Dietary fish oil down-regulated expression of the fatty acid synthesis gene FASN, while restoring the long chain fatty acid converting genes FADS2 and ELOVL2, and genes involved in mitochondrial β-oxidation (CPT1α) and lipid transport (MTTP1), to values similar to reference animals. Neither leptin nor IL-4 were affected by chemotherapy or diet. Depletion of EPA is associated with pathways evoking enhanced TG accumulation in the liver. Restoring EPA through diet may pose a dietary strategy to attenuate chemotherapy-associated impediments in liver fatty acid metabolism.
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15
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Lascala F, da Silva Moraes BK, Mendes MCS, de Carvalho MB, Branbilla SR, da Cunha Júnior AD, Lopes LR, Andreollo NA, Macedo LT, Prado CM, Carvalheira JBC. Prognostic value of myosteatosis and systemic inflammation in patients with resectable gastric cancer: A retrospective study. Eur J Clin Nutr 2023; 77:116-126. [PMID: 36076067 DOI: 10.1038/s41430-022-01201-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/13/2022] [Accepted: 08/16/2022] [Indexed: 01/28/2023]
Abstract
BACKGROUND/OBJECTIVES The association between systemic inflammation and myosteatosis upon diagnosis of gastric cancer (GC) and whether these factors could predict survival outcomes is not clear. Our aim was to explore the association between systemic inflammation and myosteatosis upon diagnosis of GC, specially whether the co-occurrence of these factors could predict survival outcomes. SUBJECTS/METHODS Computed tomography (CT) was performed at the level of the third lumbar vertebra for body composition analysis in 280 patients with GC. Myoesteatosis was defined as the lowest tertile of the muscle radiodensity distribution or based on clinical significance using optimal stratification analysis. Inflammatory indexes were measured, including the neutrophil-to-lymphocyte (NLR), platelet-to-lymphocyte and lymphocyte-to-monocyte ratios. RESULTS Patients with low skeletal muscle (SM) radiodensity were more likely to be older than 65 years, have a higher body mass index and have diabetes. They also had higher intermuscular visceral and subcutaneous adipose tissue areas and indexes. The highest tertile of SM radiodensity was associated with better disease-free survival (DFS) (HR = 0.51, 95% CI [0.31, 0.84], ptrend = 0.020) and overall survival (OS) (HR = 0.49, 95% CI [0.29, 0.82], ptrend = 0.022). Patients with NLR > 2.3 and myosteatosis had the worst DFS and OS (HR = 2.77, 95% CI [1.54, 5.00], p = 0.001; HR = 3.31, 95% CI [1.79, 6.15], p < 0.001, respectively). CONCLUSION Co-occurrence of myosteatosis and inflammation increased disease progression and death risk by almost three times. These regularly obtained biomarkers might improve prognostic risk prediction in resectable GC.
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Affiliation(s)
- Fabiana Lascala
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Bruna Karoline da Silva Moraes
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Maria Carolina Santos Mendes
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Mariluce Barbosa de Carvalho
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Sandra Regina Branbilla
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Ademar Dantas da Cunha Júnior
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
- Hematology and Oncology Clinics, Cancer Hospital of Cascavel, União Oeste de Estudos e Combate ao Câncer (UOPECCAN), Cascavel, PR, Brazil
- Department of Internal Medicine, State University of Western Paraná (UNIOESTE), Cascavel, PR, Brazil
| | - Luiz Roberto Lopes
- Division of Gastrointestinal Surgery, Department of Surgery, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Nelson Adami Andreollo
- Division of Gastrointestinal Surgery, Department of Surgery, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Lígia Traldi Macedo
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Carla M Prado
- Human Nutrition Research Unit, Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB, Canada
| | - José Barreto Campello Carvalheira
- Division of Oncology, Department of anesthesiology, oncology and radiology, School of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil.
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16
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Padilha DMH, Mendes MCS, Lascala F, Silveira MN, Pozzuto L, Santos LAO, Guerra LD, Moreira RCL, Branbilla SR, Junior ADC, Duarte MBO, Moretti ML, Carvalheira JBC. Low skeletal muscle radiodensity and neutrophil-to-lymphocyte ratio as predictors of poor outcome in patients with COVID-19. Sci Rep 2022; 12:15718. [PMID: 36127500 PMCID: PMC9488878 DOI: 10.1038/s41598-022-20126-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 09/08/2022] [Indexed: 12/15/2022] Open
Abstract
Inflammatory states and body composition changes are associated with a poor prognosis in many diseases, but their role in coronavirus disease 2019 (COVID-19) is not fully understood. To assess the impact of low skeletal muscle radiodensity (SMD), high neutrophil-to-lymphocyte ratio (NLR) and a composite score based on both variables, on complications, use of ventilatory support, and survival in patients with COVID-19. Medical records of patients hospitalized between May 1, 2020, and July 31, 2020, with a laboratory diagnosis of COVID-19 who underwent computed tomography (CT) were retrospectively reviewed. CT-derived body composition measurements assessed at the first lumbar vertebra level, and laboratory tests performed at diagnosis, were used to calculate SMD and NLR. Prognostic values were estimated via univariate and multivariate logistic regression analyses and the Kaplan-Meier curve. The study was approved by the local Institutional Review Board (CAAE 36276620.2.0000.5404). A total of 200 patients were included. Among the patients assessed, median age was 59 years, 58% were men and 45% required ICU care. A total of 45 (22.5%) patients died. Multivariate logistic analysis demonstrated that a low SMD (OR 2.94; 95% CI 1.13-7.66, P = 0.027), high NLR (OR 3.96; 95% CI 1.24-12.69, P = 0.021) and both low SMD and high NLR (OR 25.58; 95% CI 2.37-276.71, P = 0.008) combined, were associated with an increased risk of death. Patients who had both low SMD and high NLR required more mechanical ventilation (P < 0.001) and were hospitalized for a longer period (P < 0.001). Low SMD, high NLR and the composite score can predict poor prognosis in patients with COVID-19, and can be used as a tool for early identification of patients at risk. Systemic inflammation and low muscle radiodensity are useful predictors of poor prognosis, and the assessment of these factors in clinical practice should be considered.
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Affiliation(s)
- Daniela M H Padilha
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Maria C S Mendes
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
- Department of Internal Medicine, School of Medical Sciences, University of Campinas, Campinas, SP, Brazil
| | - Fabiana Lascala
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Marina N Silveira
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Lara Pozzuto
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Larissa A O Santos
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Lívia D Guerra
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Rafaella C L Moreira
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Sandra R Branbilla
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil
| | - Ademar D C Junior
- Hematology and Oncology Clinics, Cancer Hospital of Cascavel, União Oeste de Estudos E Combate Ao Câncer (UOPECCAN), Cascavel, PR, Brazil
| | - Mateus B O Duarte
- Department of Internal Medicine, School of Medical Sciences, University of Campinas, Campinas, SP, Brazil
| | - Maria L Moretti
- Department of Internal Medicine, School of Medical Sciences, University of Campinas, Campinas, SP, Brazil
| | - José B C Carvalheira
- Division of Oncology, Department of Anesthesiology, Oncology and Radiology, School of Medical Sciences, University of Campinas, Rua Vital Brasil, 80, Cidade Universitária, Campinas, SP, Zip Code: 13.083-888, Brazil.
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Dolly A, Lecomte T, Tabchouri N, Caulet M, Michot N, Anon B, Chautard R, Desvignes Y, Ouaissi M, Fromont-Hankard G, Dumas JF, Servais S. Pectoralis major muscle atrophy is associated with mitochondrial energy wasting in cachectic patients with gastrointestinal cancer. J Cachexia Sarcopenia Muscle 2022; 13:1837-1849. [PMID: 35316572 PMCID: PMC9178397 DOI: 10.1002/jcsm.12984] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 01/19/2022] [Accepted: 02/28/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Cancer cachexia is a multifactorial syndrome characterized by involuntary and pathological weight loss, mainly due to skeletal muscle wasting, resulting in a decrease in patients' quality of life, response to cancer treatments, and survival. Our objective was to investigate skeletal muscle alterations in cachectic cancer patients. METHODS This is a prospective study of patients managed for pancreatic or colorectal cancer with an indication for systemic chemotherapy (METERMUCADIG - NCT02573974). One lumbar CT image was used to determine body composition. Patients were divided into three groups [8 noncachectic (NC), 18 with mild cachexia (MC), and 19 with severe cachexia (SC)] based on the severity of weight loss and muscle mass. For each patient, a pectoralis major muscle biopsy was collected at the time of implantable chamber placement. We used high-resolution oxygraphy to measure mitochondrial muscle oxygen consumption on permeabilized muscle fibres. We also performed optical and electron microscopy analyses, as well as gene and protein expression analyses. RESULTS Forty-five patients were included. Patients were 67% male, aged 67 years (interquartile range, 59-77). Twenty-three (51%) and 22 (49%) patients were managed for pancreatic and colorectal cancer, respectively. Our results show a positive correlation between median myofibres area and skeletal muscle index (P = 0.0007). Cancer cachexia was associated with a decrease in MAFbx protein expression (P < 0.01), a marker of proteolysis through the ubiquitin-proteasome pathway. Mitochondrial oxygen consumption related to energy wasting was significantly increased (SC vs. NC, P = 0.028) and mitochondrial area tended to increase (SC vs. MC, P = 0.056) in SC patients. On the contrary, mitochondria content and networks remain unaltered in cachectic cancer patients. Finally, our results show no dysfunction in lipid storage and endoplasmic reticulum homeostasis. CONCLUSIONS This clinical protocol brings unique data that provide new insight to mechanisms underlying muscle wasting in cancer cachexia. We report for the first time an increase in mitochondrial energy wasting in the skeletal muscle of severe cachectic cancer patients. Additional clinical studies are essential to further the exploring and understanding of these alterations.
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Affiliation(s)
- Adeline Dolly
- Université de Tours, Inserm UMR1069, Nutrition, Croissance et Cancer, Tours, France
| | - Thierry Lecomte
- Université de Tours, Inserm UMR1069, Nutrition, Croissance et Cancer, Tours, France.,Department of hepatogastroenterology and digestive oncology, University Hospital of Tours, Tours, France
| | - Nicolas Tabchouri
- Department of Digestive, Oncological, Endocrine, Hepato-Biliary, Pancreatic and Liver Transplant Surgery, University Hospital of Tours, Tours, France
| | - Morgane Caulet
- Department of hepatogastroenterology and digestive oncology, University Hospital of Tours, Tours, France
| | - Nicolas Michot
- Department of Digestive, Oncological, Endocrine, Hepato-Biliary, Pancreatic and Liver Transplant Surgery, University Hospital of Tours, Tours, France
| | - Benjamin Anon
- Department of hepatogastroenterology and digestive oncology, University Hospital of Tours, Tours, France
| | - Romain Chautard
- Department of hepatogastroenterology and digestive oncology, University Hospital of Tours, Tours, France
| | - Yoann Desvignes
- Delegation for Clinical Research and Innovation (DRCI), University Hospital of Tours, Tours, France
| | - Mehdi Ouaissi
- Department of Digestive, Oncological, Endocrine, Hepato-Biliary, Pancreatic and Liver Transplant Surgery, University Hospital of Tours, Tours, France
| | - Gaëlle Fromont-Hankard
- Université de Tours, Inserm UMR1069, Nutrition, Croissance et Cancer, Tours, France.,Department of Pathology, University Hospital of Tours, Tours, France
| | - Jean-François Dumas
- Université de Tours, Inserm UMR1069, Nutrition, Croissance et Cancer, Tours, France
| | - Stéphane Servais
- Université de Tours, Inserm UMR1069, Nutrition, Croissance et Cancer, Tours, France
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Shen Y, Luo L, Fu H, Xie L, Zhang W, Lu J, Yang M. Chest computed tomography-derived muscle mass and quality indicators, in-hospital outcomes, and costs in older inpatients. J Cachexia Sarcopenia Muscle 2022; 13:966-975. [PMID: 35178898 PMCID: PMC8977961 DOI: 10.1002/jcsm.12948] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 01/05/2022] [Accepted: 01/27/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Muscle mass and muscle quality assessed by computed tomography (CT) have been associated with poor prognosis in oncology and surgery patients, but the relevant evidence was limited in older patients. We hypothesized that muscle mass and muscle quality indicators derived from opportunistic chest CT images at the 12th thorax vertebra level (T12) could predict in-hospital death, length of hospital stay (hospital LOS), and hospital costs among older patients in acute care wards. METHODS We conducted a prospective cohort study. Older patients admitted to the acute geriatric wards of a teaching hospital were continuously recruited. Chest CT images were analysed using SliceOmatic software. The skeletal muscle area, skeletal muscle radiodensity, and intermuscular adipose tissue (IMAT) at the T12 level were measured. Skeletal muscle index (SMI) was calculated using skeletal muscle area divided by body height squared. RESULTS We included 1135 older patients with a median age of 80 years (interquartile range, 73 to 85 years), 498 (44%) were women, 148 (13%) patients died during hospitalization. The SMI and SMD were negatively correlated to age (ρ = -0.11, P < 0.001, ρ = -0.30, P < 0.001, respectively), whereas the IMAT was positively correlated to age (ρ = 0.27, P < 0.001). Compared with survivors, dead patients had significantly lower SMI in men (P < 0.001) but not in women (P = 0.760). After adjusting for sex and other potential confounders, the SMI [increased per 1 cm2 /m2 , odds ratio (OR) 0.96, 95% confidence interval (CI) 0.93 to 0.99] and SMD (increased per 1 Hounsfield unit, OR 0.93, 95% CI 0.90 to 0.96) were negatively and independently associated with in-hospital death, whereas the IMAT (increased per 1 cm2 , OR 1.09, 95% CI 1.05 to 1.14) was independently and positively associated with in-hospital death. None of the SMI, SMD, or IMAT was significantly related to long hospital LOS or increased hospital costs. CONCLUSIONS Chest CT-derived muscle mass indicator (T12 SMI) and muscle quality indicators (T12 SMD and T12 IMAT) may serve as prognostic factors for predicting in-hospital death among older inpatients. Opportunistic chest CT images might be an overlooked resource for measuring muscle mass and muscle quality and for predicting short-term prognosis in older inpatients.
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Affiliation(s)
- Yanjiao Shen
- Department of Guideline and Rapid Recommendation, Cochrane China Centre, MAGIC China Centre, Chinese Evidence-Based Medicine Centre, West China Hospital, Sichuan University, Chengdu, China
| | - Li Luo
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Hongbo Fu
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Lingling Xie
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, China
| | - Wenyi Zhang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Jing Lu
- Medical Insurance Office, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ming Yang
- National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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Sarcopenic obesity: what about in cancer setting? Nutrition 2022; 98:111624. [DOI: 10.1016/j.nut.2022.111624] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 01/18/2022] [Accepted: 01/27/2022] [Indexed: 11/20/2022]
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Body Composition Is a Predictor for Postoperative Complications After Gastrectomy for Gastric Cancer: a Prospective Side Study of the LOGICA Trial. J Gastrointest Surg 2022; 26:1373-1387. [PMID: 35488019 PMCID: PMC9296433 DOI: 10.1007/s11605-022-05321-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/29/2022] [Indexed: 01/31/2023]
Abstract
PURPOSE There is a lack of prospective studies evaluating the effects of body composition on postoperative complications after gastrectomy in a Western population with predominantly advanced gastric cancer. METHODS This is a prospective side study of the LOGICA trial, a multicenter randomized trial on laparoscopic versus open gastrectomy for gastric cancer. Trial patients who received preoperative chemotherapy followed by gastrectomy with an available preoperative restaging abdominal computed tomography (CT) scan were included. The CT scan was used to calculate the mass (M) and radiation attenuation (RA) of skeletal muscle (SM), visceral adipose tissue (VAT), and subcutaneous adipose tissue (SAT). These variables were expressed as Z-scores, depicting how many standard deviations each patient's CT value differs from the sex-specific study sample mean. Primary outcome was the association of each Z-score with the occurrence of a major postoperative complication (Clavien-Dindo grade ≥ 3b). RESULTS From 2015 to 2018, a total of 112 patients were included. A major postoperative complication occurred in 9 patients (8%). A high SM-M Z-score was associated with a lower risk of major postoperative complications (RR 0.47, 95% CI 0.28-0.78, p = 0.004). Furthermore, high VAT-RA Z-scores and SAT-RA Z-scores were associated with a higher risk of major postoperative complications (RR 2.82, 95% CI 1.52-5.23, p = 0.001 and RR 1.95, 95% CI 1.14-3.34, p = 0.015, respectively). VAT-M, SAT-M, and SM-RA Z-scores showed no significant associations. CONCLUSION Preoperative low skeletal muscle mass and high visceral and subcutaneous adipose tissue radiation attenuation (indicating fat depleted of triglycerides) were associated with a higher risk of developing a major postoperative complication in patients treated with preoperative chemotherapy followed by gastrectomy.
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Fonseca GWPD, von Haehling S. The fatter, the better in old age: the current understanding of a difficult relationship. Curr Opin Clin Nutr Metab Care 2022; 25:1-6. [PMID: 34861670 DOI: 10.1097/mco.0000000000000802] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
PURPOSE OF REVIEW Obesity has shown a protective effect on mortality in older adults, also known as the obesity paradox, but there are still controversies about this relationship. RECENT FINDINGS Recent studies have shown a J or U-shaped relationship between BMI and mortality, wherein an optimal range is described between 22 and 37 kg/m2 depending on the condition. Many mechanisms can explain this protective effect of higher BMI, fat/muscle mass storage, more aggressive treatment in obese individuals, loss of bone mineral content and selection bias. However, BMI must be used with caution due to its limitations to determine body composition and fat distribution. SUMMARY Although BMI is an easy tool to evaluate obesity, its protective effect may be present to certain extend, from normal range to class I obesity (BMI 30-34.9 kg/m2), but then it becomes detrimental. Skeletal muscle mass and muscle function associated with adipose tissue assessment can add valuable information in the risk stratification. Further studies should be performed prospectively, adjust BMI for cofounding variable and consider other elderly subpopulations. To promote healthy ageing, excessive fat mass should be avoided and maintenance or improvement of skeletal muscle mass and muscle function should be stimulated in older adults.
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Affiliation(s)
- Guilherme Wesley Peixoto da Fonseca
- Heart Institute (InCor), University of São Paulo Medical School, São Paulo/SP, Brazil
- Department of Physical Education and Sport Sciences, Faculty of Education and Health Sciences, University of Limerick, Limerick, Ireland
| | - Stephan von Haehling
- Department of Cardiology and Pneumology, University of Göttingen Medical Center (UMG)
- German Centre for Cardiovascular Research (DZHK) Partner Site, Göttingen, Germany
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22
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Xie L, Jiang J, Fu H, Zhang W, Yang L, Yang M. Malnutrition in Relation to Muscle Mass, Muscle Quality, and Muscle Strength in Hospitalized Older Adults. J Am Med Dir Assoc 2021; 23:722-728. [PMID: 34953766 DOI: 10.1016/j.jamda.2021.11.025] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 11/08/2021] [Accepted: 11/18/2021] [Indexed: 02/08/2023]
Abstract
OBJECTIVES Muscle quality is an essential muscle metric, which can be assessed by measuring intermuscular adipose tissue (IMAT) and skeletal muscle radiodensity (SMD) via computed tomography (CT) images. We aimed to explore the associations of Global Leadership Initiative on Malnutrition (GLIM)-defined malnutrition with muscle mass, muscle quality, and muscle strength in hospitalized older adults. DESIGN A cross-sectional study. SETTING AND PARTICIPANTS Hospitalized older patients. METHODS Malnutrition was defined by the GLIM criteria after screening by the Mini Nutrition Assessment-Short Form (MNA-SF). Chest CT images were used to segment skeletal muscle area (SMA) and IMAT, and to measure SMD. Skeletal muscle index (SMI) was calculated by SMA (cm2)/body height squared (m2). Handgrip strength (HGS) was measured using a digital dynameter. Univariate and multivariate logistic regression models were performed to calculate odds ratios (ORs) and 95% CIs. RESULTS We included 1135 patients. The MNA-SF score is positively associated with SMI, SMD, and HGS, but negatively associated with IMAT. Compared to patients with normal nutrition, patients with malnutrition had significantly lower SMD and HGS in both men and women. Women with malnutrition had significantly higher IMAT than women with normal nutrition, whereas men with malnutrition had significantly lower SMI than men with normal nutrition. After adjustment for confounders, SMI (adjusted OR 0.95, 95% CI 0.93, 0.98), SMD (adjusted OR 0.94, 95% CI 0.93, 0.98), and HGS (adjusted OR 0.91, 95% CI 0.89, 0.94) were significantly and negatively associated with malnutrition. IMAT appeared to be positively associated with malnutrition, but the result was not statistically significant (adjusted OR 1.03, 95% CI 1.00, 1.07). CONCLUSIONS AND IMPLICATIONS Our study provides new evidence regarding the association between handgrip strength and malnutrition in older inpatients. Moreover, a small association of chest CT--derived muscle quality and mass with malnutrition is identified.
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Affiliation(s)
- Lingling Xie
- West China School of Nursing/Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiaojiao Jiang
- Rehabilitation Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hongbo Fu
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wenyi Zhang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ling Yang
- Outpatient Department, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ming Yang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China; National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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Bruno KDA, Sobreira da Silva MJ, Chaves GV. Association of body composition with toxicity to first-line chemotherapy and three-year survival in women with ovarian adenocarcinoma. Acta Oncol 2021; 60:1611-1620. [PMID: 34634224 DOI: 10.1080/0284186x.2021.1983210] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND This study aimed to evaluate the association of body composition with toxicity to first-line chemotherapy and three-year survival in women with ovarian adenocarcinoma. METHODS We enrolled, in a retrospective cohort, 239 women treated with carboplatin and paclitaxel between 2008 and 2017. Pretreatment computed tomography scans were used to quantify skeletal muscle index (SMI), skeletal muscle radiodensity (SMD), and subcutaneous adipose tissue index (SATI). Chemotherapy doses, related toxicities, potential drug-drug interactions (DDI), and clinical variables were collected from medical records. Outcomes were the number of adverse events ≥ grade 3 toxicity, toxicity-induced modification of treatment (TIMT), and three-year survival. RESULTS Average age was 56.3 years and 35.1% had myopenia. Almost 33% had TIMT and 51.3% presented any grade 3 toxicity. Potential severe DDI occurred in 48.1% of the patients and 65.1% died three years after the first treatment. The SMD and SATI below the median were independent predictors for the number of adverse events ≥ grade 3 and TIMT. Also, SMD was the only body composition parameter able to predict reduced three-year survival. The SMI was not associated with any of the outcomes. CONCLUSION Fewer amounts of SATI and low SMD were associated with the occurrence of toxicity to chemotherapy, and the low SMD increased the risk of death in the three years after oncologic treatment.
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Maurits JSF, Sedelaar JPM, Mulders PFA, Aben KKH, Kiemeney LALM, Vrieling A. Skeletal muscle radiodensity and visceral adipose tissue index are associated with survival in renal cell cancer - A multicenter population-based cohort study. Clin Nutr 2021; 41:131-143. [PMID: 34872047 DOI: 10.1016/j.clnu.2021.11.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 11/01/2021] [Accepted: 11/12/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Body composition has been associated with disease outcome in several cancer types. Results for localized and metastatic renal cell cancer (RCC) are limited and inconsistent. Our aim was to examine the association between body composition and survival in RCC. METHODS We conducted a population-based historical cohort study including patients diagnosed with RCC from 2008 to 2012. Diagnostic Computed Tomography images at the third lumbar vertebra (L3) were assessed for skeletal muscle index (SMI), skeletal muscle density (SMD), visceral adipose tissue index (VATI) and subcutaneous adipose tissue index (SATI). Clinical data was retrieved from medical records. Multivariable Cox regressions with restricted cubic splines were used to determine hazard ratios (HRs) and 95% confidence intervals (95%CIs) for 10-unit increases in body composition features with overall survival (OS) and recurrence-free survival (RFS). RESULTS We included 719 stage I-III (of whom 254 (35.3%) died and 148 (21.9%) experienced recurrence) and 320 stage IV RCC patients (of whom 298 (93.1%) died). Median follow-up was 6.35 years (interquartile range; 1.41-8.23). For stage I-III, higher SMD was associated with better OS (men: HR 0.86; 95% CI 0.68-1.08; women: HR 0.69; 95% CI 0.50-0.95). Lower compared to median VATI was associated with worse OS for both men (HR 1.38; 95%CI 1.05-1.83 for VATI = 25) and women (HR 1.67; 95%CI 1.01-2.78 for VATI = 20). For stage IV, higher SMD and higher VATI were associated with better OS among men (HR 0.74; 95% CI 0.59-0.94 and HR 0.93; 95% CI 0.88-0.99, respectively). Results for women were similar but non-significant. No statistically significant associations were found for SMI or SATI. CONCLUSION Higher SMD and higher VATI were marginally associated with better survival in RCC patients and might be useful for better prognostication. However, the added value to current prognostic scores needs to be investigated.
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Affiliation(s)
- Jake S F Maurits
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands
| | - J P Michiel Sedelaar
- Department of Urology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Peter F A Mulders
- Department of Urology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Katja K H Aben
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organisation, Utrecht, the Netherlands
| | - Lambertus A L M Kiemeney
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands; Department of Urology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Alina Vrieling
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands.
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Jing X, Tan L, Fu H, Yang L, Yang M. Associations of ADL Disability With Trunk Muscle Mass and Muscle Quality Indicators Measured by Opportunistic Chest Computed Tomography Imaging Among Older Inpatients. Front Med (Lausanne) 2021; 8:743698. [PMID: 34778305 PMCID: PMC8581194 DOI: 10.3389/fmed.2021.743698] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 10/05/2021] [Indexed: 02/05/2023] Open
Abstract
Objectives: Sarcopenia is an important predictor of dependence in activities of daily living (ADL disability); however, the association between muscle quality and ADL disability has not been established. We aimed (1) to assess the feasibility of measuring trunk muscle mass and muscle quality by chest CT images; and (2) to explore the possible associations of ADL disability with these muscle mass and muscle quality indicators among older inpatients. Methods: We included older patients in an acute care ward. ADL disability was defined as the Barthel Index (BI) score ≤ 60 points. Unenhanced chest CT images at the 12th thorax (T12) vertebral level were used to segment skeletal muscle area (SMA) and intermuscular adipose tissue (IMAT) and to measure the mean skeletal muscle radiodensity (SMD). Skeletal muscle index (SMI), the muscle mass indicator, was calculated by SMA (cm2)/body height squared (m2). The percentage of IMAT (IMAT%) was calculated using the equation: IMAT% = IMAT/(SMA+ IMAT) ×100%. Skeletal muscle radiodensity, IMAT, and IMAT% were the muscle quality indicators. Kendall's tau rank correlation coefficients (τ) were calculated to explore the correlations. Univariate and multivariate logistic regression models were performed to calculate odds ratios (OR) and 95% confidence interval (CI). Results: We included 212 participants. Skeletal muscle index and SMD were positively and significantly associated with the BI score (τ = 0.14 and 0.31, respectively, both P < 0.001); whereas IMAT and IMAT% were negatively and significantly associated with the BI score (τ = -0.21, P < 0.001; τ = -0.21, P < 0.012). After adjusting for confounders, SMI (adjusted OR 1.03, 95% CI 0.97-1.09) was not independently associated with ADL disability; however, SMD (adjusted OR 0.94, 95% CI 0.88-0.99), IMAT (adjusted OR 1.11, 95% CI 1.03-1.20), and IMAT% (adjusted OR 1.09, 95% CI 1.02-1.16) were independently associated with ADL disability. Subgroup analysis found similar results in men; however, none of these indicators were independently associated with ADL disability in women. Conclusion: Trunk muscle quality indicators (SMD, IMAT, and IMAT%) measured by chest CT images, but not SMI, are independently associated with ADL disability in a single-center study population of older inpatients, especially in men. Further research is necessary to validate our findings.
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Affiliation(s)
- Xiaofan Jing
- Department of Clinical Nutrition, West China Hospital, Sichuan University, Chengdu, China
| | - Lingling Tan
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Hongbo Fu
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Ling Yang
- Outpatient Department, West China Hospital, Sichuan University, Chengdu, China
| | - Ming Yang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China.,National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China
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Scopel Poltronieri T, de Paula NS, Chaves GV. Skeletal muscle radiodensity and cancer outcomes: A scoping review of the literature. Nutr Clin Pract 2021; 37:1117-1141. [PMID: 34752653 DOI: 10.1002/ncp.10794] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Patients with cancer are more prone to experience myosteatosis than healthy individuals. The aim of this review was to summarize the methodologies applied for low skeletal muscle radiodensity (SMD) assessment in oncology patients, as well as to describe the major findings related to SMD and cancer outcomes. This scoping review included studies that were published until November 2020 in English, Portuguese, or Spanish; were performed in humans diagnosed with cancer, adult and/or elderly, of both sexes; investigated SMD through computed tomography of the region between the third and fifth lumbar vertebrae, considering at least two muscular groups; and evaluated clinical and/or surgical outcomes. Eighty-eight studies met the inclusion criteria (n = 37,583 patients). Survival was the most evaluated outcome. Most studies reported a significant association between low SMD and unfavorable outcomes. However, this relationship was not clear for survival, antineoplastic treatment, and surgical complications, potentially because of the unstandardized approaches for the assessment of SMD and inadequate study design. Future studies should address these issues to provide an in-depth understanding of the clinical relevance of SMD in cancer outcomes as well as how SMD is influenced by individuals and tumor-related characteristics in patients with cancer.
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Affiliation(s)
- Taiara Scopel Poltronieri
- Department of Nutrition, Cancer Hospital II, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Rio de Janeiro, Brazil.,Postgraduate Program in Medical Sciences, Endocrinology, Faculty of Medicine, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Nathália Silva de Paula
- Department of Nutrition, Cancer Hospital II, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Rio de Janeiro, Brazil
| | - Gabriela Villaça Chaves
- Department of Nutrition, Cancer Hospital II, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Rio de Janeiro, Brazil
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Tan L, Ji G, Bao T, Fu H, Yang L, Yang M. Diagnosing sarcopenia and myosteatosis based on chest computed tomography images in healthy Chinese adults. Insights Imaging 2021; 12:163. [PMID: 34743259 PMCID: PMC8572237 DOI: 10.1186/s13244-021-01106-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 10/05/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Measuring muscle mass and muscle quality based on chest Computed Tomography (CT) images would facilitate sarcopenia and myosteatosis research. We aimed (1) to measure muscle mass and myosteatosis based on chest CT images at the 12th thoracic vertebra level and compare the relevant indicators with whole-body skeletal muscle mass (BSM) and whole-body fat mass (BFM) measured by bioelectrical impedance analysis; and (2) to determine the cut-off points of these indicators for diagnosing sarcopenia or myosteatosis in healthy Chinese adults. METHODS Chest CT images were analyzed using a segmentation software. Skeletal muscle area (SMA), skeletal muscle radiodensity (SMD), and intermuscular adiposity tissue (IMAT) were measured. Skeletal muscle indices (SMIs) and IMAT/SMA ratio were calculated. RESULTS We included 569 participants. SMA, SMA/height2, and SMA/BMI were strongly and positively correlated with BSM (r = 0.90, 0.72, and 0.69, respectively, all p < 0.001); whereas SMA/weight was moderately and positively correlated with BSM (r = 0.38, p < 0.001). IMAT and IMAT/SMA were strongly and positively correlated with BFM (r = 0.67 and 0.58, respectively, both p < 0.001). SMD was moderately and negatively correlated with BFM (r = - 0.40, p < 0.001). We suggest SMA/height2 (< 25.75 cm2/m2 in men and < 20.16 cm2/m2 in women) for diagnosing sarcopenia and SMD (< 37.42 HU in men and < 33.17 HU in women) or IMAT (> 8.72 cm2 in men and > 4.58 cm2 in women) for diagnosing myosteatosis. CONCLUSIONS Muscle mass indicators (SMA and SMIs) and muscle quality indicators (SMD, IMAT, and IMAT/SMA) measured by chest CT images are valuable for diagnosing sarcopenia and myosteatosis, respectively.
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Affiliation(s)
- Lingling Tan
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Guiyi Ji
- Health Management Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ting Bao
- Health Management Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hongbo Fu
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ling Yang
- Outpatient Department, West China Hospital, Sichuan University, No 37 Guoxue Lane, Chengdu, 610041, Sichuan, China.
| | - Ming Yang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, No 37 Guoxue Lane, Chengdu, 610041, Sichuan, China.
- Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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Monirujjaman M, Pant A, Nelson R, Bathe O, Jacobs R, Mazurak VC. Alterations in hepatic fatty acids reveal depletion of total polyunsaturated fatty acids following irinotecan plus 5-fluorouracil treatment in an animal model of colorectal cancer. Prostaglandins Leukot Essent Fatty Acids 2021; 174:102359. [PMID: 34740033 DOI: 10.1016/j.plefa.2021.102359] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/31/2021] [Accepted: 10/20/2021] [Indexed: 12/24/2022]
Abstract
Fatty liver is a side effect of chemotherapy that limits the ability to treat colorectal cancer (CRC) patients in the most effective way. The aim of this study was to determine hepatic fatty acid composition and expression of genes involved in lipid metabolism at two time points following sequential chemotherapy treatment with Irinotecan (CPT-11)+5-fluorouracil (5-FU), agents commonly used to treat human colorectal cancer. Female Fischer 344 rats were provided a semi-purified AIN-76 basal diet with modified fat component. One cycle of chemotherapy consisted of CPT-11+5-FU and was initiated 2 weeks after tumor implantation (D0); a second cycle was given one week later. Two days after each cycle (Day 2 and Day 9), animals were euthanized, and livers collected. Triacylglycerol (TAG) and phospholipid (PL) fractions were isolated using thin layer chromatography and fatty acids (FAs) were quantified using gas chromatography. Expression of 44 lipid metabolism genes were analyzed by qPCR. Total liver TAG level was lowest after the second cycle D0 and D2 (P = 0.05) characterized by lower content of n-6 and n-3 polyunsaturated fatty acids (PUFAs). N-6 PUFAs significantly declined with subsequent treatments. Of 44 genes analyzed, 13 genes were altered with CPT-11+5-FU treatment. Expression of genes VLCAD and DGAT1, involved in fatty acid oxidation as well as DGAT1 in TAG synthesis, were significantly elevated after each cycle, whereas expression of genes ELOVL2 and FADS2, involved in fatty acid elongation and desaturation were significantly lower at D9 compared to D2 and D0 (P < 0.03). Hepatic total TAG PUFA was depleted, and genes involved in pathways of PUFA synthesis were down-regulated by chemotherapy treatment. This observation suggests impediments in lipid metabolism in the liver that could potentially impact peripheral availability of essential fatty acids.
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Affiliation(s)
- Md Monirujjaman
- Department of Agricultural Food and Nutritional Science, 4-126 Li Ka Shing Centre for Health Research Innovation, University of Alberta, Edmonton, AB, T6G 2P5, Canada
| | - Asha Pant
- Department of Agricultural Food and Nutritional Science, 4-126 Li Ka Shing Centre for Health Research Innovation, University of Alberta, Edmonton, AB, T6G 2P5, Canada
| | - Randy Nelson
- Department of Agricultural Food and Nutritional Science, 4-126 Li Ka Shing Centre for Health Research Innovation, University of Alberta, Edmonton, AB, T6G 2P5, Canada
| | - Oliver Bathe
- Department of Surgical Oncology, University of Calgary, Canada
| | - Rene Jacobs
- Department of Agricultural Food and Nutritional Science, 4-126 Li Ka Shing Centre for Health Research Innovation, University of Alberta, Edmonton, AB, T6G 2P5, Canada
| | - Vera C Mazurak
- Department of Agricultural Food and Nutritional Science, 4-126 Li Ka Shing Centre for Health Research Innovation, University of Alberta, Edmonton, AB, T6G 2P5, Canada; Department of Oncology, Cross Cancer Institute, University of Alberta, Canada.
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Patzelt L, Junker D, Syväri J, Burian E, Wu M, Prokopchuk O, Nitsche U, Makowski MR, Braren RF, Herzig S, Diaz MB, Karampinos DC. MRI-Determined Psoas Muscle Fat Infiltration Correlates with Severity of Weight Loss during Cancer Cachexia. Cancers (Basel) 2021; 13:cancers13174433. [PMID: 34503243 PMCID: PMC8431175 DOI: 10.3390/cancers13174433] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 08/29/2021] [Accepted: 08/30/2021] [Indexed: 12/16/2022] Open
Abstract
PURPOSE To evaluate the suitability of psoas and erector spinae muscle proton density fat fraction (PDFF) and fat volume as biomarkers for monitoring cachexia severity in an oncological cohort, and to evaluate regional variances in muscle parameters over time. METHODS In this prospective study, 58 oncological patients were examined by a 3 T MRI receiving between one and five scans. Muscle volume and PDFF were measured, segmentation masks were divided into proximal, middle and distal muscle section. RESULTS A regional variation of fat distribution in erector spinae muscle at baseline was found (p < 0.01). During follow-ups significant relative change of muscle parameters was observed. Relative maximum change of erector spinae muscle showed a significant regional variation. Correlation testing with age as a covariate revealed significant correlations for baseline psoas fat volume (r = -0.55, p < 0.01) and baseline psoas PDFF (r = -0.52, p = 0.02) with maximum BMI change during the course of the disease. CONCLUSION In erector spinae muscles, a regional variation of fat distribution at baseline and relative maximum change of muscle parameters was observed. Our results indicate that psoas muscle PDFF and fat volume could serve as MRI-determined biomarkers for early risk stratification and disease monitoring regarding progression and severity of weight loss in cancer cachexia.
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Affiliation(s)
- Lisa Patzelt
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
- Correspondence:
| | - Daniela Junker
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
| | - Jan Syväri
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
| | - Egon Burian
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
| | - Mingming Wu
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
| | - Olga Prokopchuk
- Department of Surgery, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (O.P.); (U.N.)
| | - Ulrich Nitsche
- Department of Surgery, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (O.P.); (U.N.)
| | - Marcus R. Makowski
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
| | - Rickmer F. Braren
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
| | - Stephan Herzig
- Institute for Diabetes and Cancer, Helmholtz Center Munich, 85764 Neuherberg, Germany; (S.H.); (M.B.D.)
- Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, 69120 Heidelberg, Germany
- Chair Molecular Metabolic Control, Technical University Munich, 81675 Munich, Germany
- Deutsches Zentrum für Diabetesforschung, 85764 Neuherberg, Germany
| | - Mauricio Berriel Diaz
- Institute for Diabetes and Cancer, Helmholtz Center Munich, 85764 Neuherberg, Germany; (S.H.); (M.B.D.)
- Deutsches Zentrum für Diabetesforschung, 85764 Neuherberg, Germany
| | - Dimitrios C. Karampinos
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (D.J.); (J.S.); (E.B.); (M.W.); (M.R.M.); (R.F.B.); (D.C.K.)
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do Nascimento RA, Vieira MCA, Dos Santos Aguiar Gonçalves RS, Moreira MA, de Morais MSM, da Câmara SMA, Maciel ÁCC. Cutoff points of adiposity anthropometric indices for low muscle mass screening in middle-aged and older healthy women. BMC Musculoskelet Disord 2021; 22:713. [PMID: 34416881 PMCID: PMC8379807 DOI: 10.1186/s12891-021-04532-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 07/20/2021] [Indexed: 12/25/2022] Open
Abstract
Background The reduction of female sex hormones causes changes in the contractile properties of muscles as well as infiltration of fat in the muscle tissue. This results in a consequent decline in muscle strength. These changes are related to higher levels of functional impairment and physical disability. In this sense, several anthropometric indices have been used to quantify body and visceral fat. Thus, the objective of this paper is to propose cutoff points for adiposity anthropometric indices in order to identify low muscle mass, as well as to analyze the relationship between these indices and low muscle mass in middle-aged and older women. Methods Cross-sectional analytical study carried out in the Northeast of Brazil. The sample was formed by 593 women between 40—80 years old. Data collection included anthropometric assessment (BMI: Body Mass Index – WC: Waist Circumference – WHR: Waist-to-hip Ratio – WHtR: Waist-to-height Ratio – CI: Conicity Index – BAI: Body Adiposity Index – VAI: Visceral Adiposity Index – LAP: Lipid Accumulation Product), bioimpedance test and biochemical dosage. Moreover, sociodemographic data and practice of physical activity were collected. Descriptive statistics, Student's t-test, ROC curves, chi-squared and logistic regression were performed. Results The participants had a mean age of 53.11 (8.89) years, BMI of 28.49 (5.17) kg/m2 and WC of 95.35 (10.39). The prevalence of low muscle mass was 19.4%. Based on sensitivity and specificity of adiposity anthropometric indices, cutoff points were developed to identify the presence of low muscle mass (p < 0.05), except for VAI. After logistic regression, WC (OR = 6.2; CI 95%: 1.4—28.1), WHR (OR = 1.8; CI: 1.0—3.4), WHtR (OR = 5.0; CI 95%: 1.0—23.7) and BAI (OR = 14.5; CI 95%: 6.6—31.7) were associated with low muscle mass. Conclusions All anthropometric indices, except VAI, showed adequate accuracy in identifying low muscle mass in women, especially those that took into account WC. This suggests that they can become accessible and also be cost-effective strategies for assessing and managing health outcomes related to muscle mass analysis.
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Affiliation(s)
- Rafaela Andrade do Nascimento
- Physiotherapy, Department of Federal, University of Rio Grande Do Norte, 3000 Senador Salgado Filho Avenue, S/N, Lagoa Nova, Natal, RN, CEP: 59072-970, Brazil.
| | - Mariana Carmem Apolinário Vieira
- Physiotherapy, Department of Federal, University of Rio Grande Do Norte, 3000 Senador Salgado Filho Avenue, S/N, Lagoa Nova, Natal, RN, CEP: 59072-970, Brazil
| | | | - Mayle Andrade Moreira
- Physiotherapy Department of Federal, University of Ceará, 949 Alexandre Baraúna St, Rodolfo Teófilo, Fortaleza, CEP: 60430-110, Brazil
| | - Maria Socorro Medeiros de Morais
- Health Sciences Center of Federal, University of Rio Grande Do Norte, General Gustavo Cordeiro de Farias St, Petrópolis, Natal, RN, CEP 59012-570, Brazil
| | | | - Álvaro Campos Cavalcanti Maciel
- Physiotherapy, Department of Federal, University of Rio Grande Do Norte, 3000 Senador Salgado Filho Avenue, S/N, Lagoa Nova, Natal, RN, CEP: 59072-970, Brazil
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da Cunha AD, Silveira MN, Takahashi MES, de Souza EM, Mosci C, Ramos CD, Brambilla SR, Pericole FV, Prado CM, Mendes MCS, Carvalheira JBC. Adipose tissue radiodensity: A new prognostic biomarker in people with multiple myeloma. Nutrition 2021; 86:111141. [PMID: 33596528 DOI: 10.1016/j.nut.2021.111141] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 12/19/2020] [Accepted: 12/29/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Standard prognostic markers based on individual characteristics of individuals with multiple myeloma (MM) remain scarce. Body-composition features have often been associated with survival outcomes in different cancers. However, the association of adipose tissue radiodensity with MM prognosis has not yet, to our knowledge, been explored. METHODS Computed tomography at the third lumbar vertebra was used for body-composition analysis, including adipose tissue radiodensity, in 91 people with MM. Additionally, fludeoxyglucose F 18 (18F-FDG) positron emission tomography was used to assess adipose tissue 18F-FDG uptake. Proinflammatory cytokine and adipokine levels were measured. RESULTS Event-free survival and overall survival were both shorter in participants with high subcutaneous adipose tissue (SAT) radiodensity. Those in the highest SAT radiodensity tertile had an independently higher risk for both overall survival (hazard ratio, 4.55; 95% confidence interval, 1.26-16.44; Ptrend = 0.036) and event-free survival (hazard ratio, 3.08; 95% confidence interval, 1.02-9.27; Ptrend = 0.035). Importantly, higher SAT radiodensity was significantly correlated with increased 18F-FDG adipose tissue uptake and proinflammatory cytokine (tumor necrosis factor and interleukin-6) levels, and with decreased leptin levels. CONCLUSIONS SAT radiodensity may serve as a biomarker to predict host-related metabolic and proinflammatory milieu, which ultimately correlates with MM prognosis.
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Affiliation(s)
- Ademar Dantas da Cunha
- Division of Oncology, Department of Internal Medicine, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil; Hematology and Oncology Clinics, Cancer Hospital of Cascavel, União Oeste de Estudos e Combate ao Câncer (UOPECCAN), Cascavel, Brazil; Department of Internal Medicine, State University of Western Paraná (UNIOESTE), Cascavel, Brazil
| | - Marina Nogueira Silveira
- Division of Oncology, Department of Internal Medicine, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil
| | | | - Edna Marina de Souza
- Center of Biomedical Engineering, State University of Campinas (UNICAMP), Campinas, Brazil
| | - Camila Mosci
- Division of Nuclear Medicine, Department of Radiology, State University of Campinas (UNICAMP), Campinas, Brazil
| | - Celso Dario Ramos
- Division of Nuclear Medicine, Department of Radiology, State University of Campinas (UNICAMP), Campinas, Brazil
| | - Sandra Regina Brambilla
- Division of Oncology, Department of Internal Medicine, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil
| | - Fernando Vieira Pericole
- Hematology and Blood Transfusion Center, State University of Campinas (UNICAMP), Campinas, Brazil
| | - Carla M Prado
- Human Nutrition Research Unit, Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Maria Carolina Santos Mendes
- Division of Oncology, Department of Internal Medicine, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil
| | - José Barreto Campello Carvalheira
- Division of Oncology, Department of Internal Medicine, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil.
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Martin A, Freyssenet D. Phenotypic features of cancer cachexia-related loss of skeletal muscle mass and function: lessons from human and animal studies. J Cachexia Sarcopenia Muscle 2021; 12:252-273. [PMID: 33783983 PMCID: PMC8061402 DOI: 10.1002/jcsm.12678] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 12/22/2020] [Accepted: 12/30/2020] [Indexed: 12/18/2022] Open
Abstract
Cancer cachexia is a complex multi-organ catabolic syndrome that reduces mobility, increases fatigue, decreases the efficiency of therapeutic strategies, diminishes the quality of life, and increases the mortality of cancer patients. This review provides an exhaustive and comprehensive analysis of cancer cachexia-related phenotypic changes in skeletal muscle at both the cellular and subcellular levels in human cancer patients, as well as in animal models of cancer cachexia. Cancer cachexia is characterized by a major decrease in skeletal muscle mass in human and animals that depends on the severity of the disease/model and the localization of the tumour. It affects both type 1 and type 2 muscle fibres, even if some animal studies suggest that type 2 muscle fibres would be more prone to atrophy. Animal studies indicate an impairment in mitochondrial oxidative metabolism resulting from a decrease in mitochondrial content, an alteration in mitochondria morphology, and a reduction in mitochondrial metabolic fluxes. Immuno-histological analyses in human and animal models also suggest that a faulty mechanism of skeletal muscle repair would contribute to muscle mass loss. An increase in collagen deposit, an accumulation of fat depot outside and inside the muscle fibre, and a disrupted contractile machinery structure are also phenotypic features that have been consistently reported in cachectic skeletal muscle. Muscle function is also profoundly altered during cancer cachexia with a strong reduction in skeletal muscle force. Even though the loss of skeletal muscle mass largely contributes to the loss of muscle function, other factors such as muscle-nerve interaction and calcium handling are probably involved in the decrease in muscle force. Longitudinal analyses of skeletal muscle mass by imaging technics and skeletal muscle force in cancer patients, but also in animal models of cancer cachexia, are necessary to determine the respective kinetics and functional involvements of these factors. Our analysis also emphasizes that measuring skeletal muscle force through standardized tests could provide a simple and robust mean to early diagnose cachexia in cancer patients. That would be of great benefit to cancer patient's quality of life and health care systems.
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Affiliation(s)
- Agnès Martin
- Inter‐university Laboratory of Human Movement BiologyUniversité de Lyon, University Jean Monnet Saint‐EtienneSaint‐ÉtienneFrance
| | - Damien Freyssenet
- Inter‐university Laboratory of Human Movement BiologyUniversité de Lyon, University Jean Monnet Saint‐EtienneSaint‐ÉtienneFrance
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Youn S, Reif R, Chu MP, Smylie M, Walker J, Eurich DT, Ghosh S, Sawyer MB. Myosteatosis is prognostic in metastatic melanoma treated with nivolumab. Clin Nutr ESPEN 2021; 42:348-353. [PMID: 33745604 DOI: 10.1016/j.clnesp.2021.01.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/02/2021] [Accepted: 01/05/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND While immunotherapy agents have improved outcomes in metastatic melanoma (MM), predictive biomarkers in these patients are lacking. Parameters identified from body composition analysis, such as low SMD (also termed myosteatosis), may prognosticate MM patients on immunotherapy. METHODS In this retrospective study, 44 MM patients received nivolumab, either as monotherapy or in combination with ipilimumab. Pre-treatment computed tomography (CT) scans were analyzed to determine skeletal muscle density (SMD) in Hounsfield units (HU) and muscle surface area (MSA) in cm2 at L3. MSA was used to determine nivolumab dosing in mg/cm2. RESULTS Low SMD was associated with worse overall survival (OS) by log rank test (median 12.03 vs. 34.96 months, p = 0.001) and in multivariate analysis when accounting for age, sex, performance status, and number of prior lines of therapy (HR 4.40, 95% CI 1.44-13.42, p = 0.009). Lower nivolumab dosing by MSA was significantly associated with improved OS (median 42.9 vs. 12.3 months, p < 0.001). This association remained significant in multivariate analysis with age, sex, performance status, and number of prior lines of therapy (HR 0.05, 95% CI 0.01-0.30, p = 0.001). Neither SMD nor higher nivolumab dose per MSA were associated with increased incidence of treatment toxicity. CONCLUSIONS Low SMD is prognostic in MM treated with nivolumab immunotherapy. Presence of myosteatosis or higher nivolumab dose based on body composition did not predict treatment toxicity.
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Affiliation(s)
- Susie Youn
- Department of Surgery, University of Alberta, Edmonton, AB, Canada; School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Rebecca Reif
- Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - Michael P Chu
- Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - Michael Smylie
- Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - John Walker
- Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - Dean T Eurich
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Sunita Ghosh
- Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | - Michael B Sawyer
- Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada.
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de Castro GS, Correia-Lima J, Simoes E, Orsso CE, Xiao J, Gama LR, Gomes SP, Gonçalves DC, Costa RGF, Radloff K, Lenz U, Taranko AE, Bin FC, Formiga FB, de Godoy LGL, de Souza RP, Nucci LHA, Feitoza M, de Castro CC, Tokeshi F, Alcantara PSM, Otoch JP, Ramos AF, Laviano A, Coletti D, Mazurak VC, Prado CM, Seelaender M. Myokines in treatment-naïve patients with cancer-associated cachexia. Clin Nutr 2020; 40:2443-2455. [PMID: 33190987 DOI: 10.1016/j.clnu.2020.10.050] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 10/10/2020] [Accepted: 10/26/2020] [Indexed: 12/13/2022]
Abstract
Cancer-associated cachexia is a complex metabolic syndrome characterized by weight loss and systemic inflammation. Muscle loss and fatty infiltration into muscle are associated with poor prognosis in cancer patients. Skeletal muscle secretes myokines, factors with autocrine, paracrine and/or endocrine action, which may be modified by or play a role in cachexia. This study examined myokine content in the plasma, skeletal muscle and tumor homogenates from treatment-naïve patients with gastric or colorectal stages I-IV cancer with cachexia (CC, N = 62), or not (weight stable cancer, WSC, N = 32). Myostatin, interleukin (IL) 15, follistatin-like protein 1 (FSTL-1), fatty acid binding protein 3 (FABP3), irisin and brain-derived neurotrophic factor (BDNF) protein content in samples was measured with Multiplex technology; body composition and muscle lipid infiltration were evaluated in computed tomography, and quantification of triacylglycerol (TAG) in the skeletal muscle. Cachectic patients presented lower muscle FSTL-1 expression (p = 0.047), higher FABP3 plasma content (p = 0.0301) and higher tumor tissue expression of FABP3 (p = 0.0182), IL-15 (p = 0.007) and irisin (p = 0.0110), compared to WSC. Neither muscle TAG content, nor muscle attenuation were different between weight stable and cachectic patients. Lumbar adipose tissue (AT) index, visceral AT index and subcutaneous AT index were lower in CC (p = 0.0149, p = 0.0455 and p = 0.0087, respectively), who also presented lower muscularity in the cohort (69.2% of patients; p = 0.0301), compared to WSC. The results indicate the myokine profile in skeletal muscle, plasma and tumor is impacted by cachexia. These findings show that myokines eventually affecting muscle wasting may not solely derive from the muscle itself (as the tumor also may contribute to the systemic scenario), and put forward new perspectives on cachexia treatment targeting myokines and associated receptors and pathways.
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Affiliation(s)
- Gabriela S de Castro
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil.
| | - Joanna Correia-Lima
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil
| | - Estefania Simoes
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil
| | - Camila E Orsso
- University of Alberta, Department of Agricultural, Food and Nutritional Science, Canada
| | - Jingjie Xiao
- University of Alberta, Department of Agricultural, Food and Nutritional Science, Canada; Covenant Health Palliative Institute, Edmonton, Alberta, Canada
| | - Leonardo R Gama
- Departamento de Radiologia e Oncologia & Instituto do Câncer do Estado de São Paulo, Universidade de Sao Paulo, São Paulo, Brazil
| | - Silvio P Gomes
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil; Universidade de Sao Paulo Faculdade de Medicina Veterinaria, Departamento de Cirurgia, Brazil
| | - Daniela Caetano Gonçalves
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil; Universidade Federal de Sao Paulo, Instituto de Biociencias, Santos, Brazil
| | - Raquel G F Costa
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil
| | - Katrin Radloff
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil
| | - Ulrike Lenz
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil
| | - Anna E Taranko
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil
| | - Fang Chia Bin
- Santa Casa de Misericoria de Sao Paulo, São Paulo, Brazil
| | | | | | | | - Luis H A Nucci
- Instituto do Cancer Arnaldo Vieira de Carvalho, São Paulo, Brazil
| | - Mario Feitoza
- Instituto do Cancer Arnaldo Vieira de Carvalho, São Paulo, Brazil
| | - Claudio C de Castro
- Universidade de Sao Paulo Faculdade de Medicina, Departamento de Radiologia, São Paulo, Brazil; Universidade de Sao Paulo Hospital Universitario, São Paulo, Brazil
| | - Flavio Tokeshi
- Universidade de Sao Paulo Hospital Universitario, São Paulo, Brazil
| | | | - Jose P Otoch
- Universidade de Sao Paulo Hospital Universitario, São Paulo, Brazil
| | - Alexandre F Ramos
- Departamento de Radiologia e Oncologia & Instituto do Câncer do Estado de São Paulo, Universidade de Sao Paulo, São Paulo, Brazil; Escola de Artes, Ciencias e Humanidades, Universidade de Sao Paulo, São Paulo, Brazil
| | - Alessandro Laviano
- Department of Translational and Precision Medicine, Sapienza University, Rome, Italy
| | - Dario Coletti
- Sorbonne Université, Department of Biological Adaptation and Aging, B2A, Paris, France; Department of AHFMO - Unit of Histology and Medical Embryology, Sapienza University of Rome, Rome, Italy
| | - Vera C Mazurak
- University of Alberta, Department of Agricultural, Food and Nutritional Science, Canada
| | - Carla M Prado
- University of Alberta, Department of Agricultural, Food and Nutritional Science, Canada
| | - Marilia Seelaender
- Cancer Metabolism Research Group, Universidade de Sao Paulo Instituto de Ciencias Biomedicas, Departamento de Biologia Celular e do Desenvolvimento and Faculdade de Medicina da Universidade de Sao Paulo, Departamento de Cirurgia, LIM 26-HC, São Paulo, Brazil
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35
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Bhullar AS, Anoveros-Barrera A, Dunichand-Hoedl A, Martins K, Bigam D, Khadaroo RG, McMullen T, Bathe OF, Putman CT, Clandinin MT, Baracos VE, Mazurak VC. Lipid is heterogeneously distributed in muscle and associates with low radiodensity in cancer patients. J Cachexia Sarcopenia Muscle 2020; 11:735-747. [PMID: 31989803 PMCID: PMC7296261 DOI: 10.1002/jcsm.12533] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 12/09/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Low muscle radiodensity is associated with mortality in a variety of cancer types. Biochemical and morphological correlates are unknown. We aimed to evaluate triglyceride (TG) content and location as a function of computed tomography (CT)-derived measures of skeletal muscle radiodensity in cancer patients. METHODS Rectus abdominis (RA) biopsies were collected during cancer surgery from 75 patients diagnosed with cancer. Thin-layer chromatography and gas chromatography were used for quantification of TG content of the muscle. Axial CT images of lumbar vertebra were used to measure muscle radiodensity. Oil Red O staining was used to determine the location of neutral lipids in frozen muscle sections. RESULTS There was wide variation in RA radiodensity in repeated measures (CV% ranged from 3 to 55% based on 10 serial images) as well as within one slice (CV% ranged from 6 to 61% based on 10 subregions). RA radiodensity and total lumbar muscle radiodensity were inversely associated with TG content of RA (r = -0.396, P < 0.001, and r = -0.355, P = 0.002, respectively). Of the total percentage area of muscle staining positive for neutral lipid, 54 ± 17% was present as extramyocellular lipids (range 23.5-77.8%) and 46 ± 17% (range 22.2-76.5%) present as intramyocellular lipid droplets. CONCLUSIONS Repeated measures revealed wide variation in radiodensity of RA muscle, both vertically and horizontally. Low muscle radiodensity reflects high level of TG in patients with cancer. Non-uniform distribution of intramyocellular and extramyocellular lipids was evident using light microscopy. These results warrant investigation of mechanisms resulting in lipid deposition in muscles of cancer patients.
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Affiliation(s)
- Amritpal S Bhullar
- Department of Agricultural, Food & Nutritional Science, University of Alberta, 4-002 Li Ka Shing Centre for Health Research Innovation, Edmonton, Alberta, Canada
| | - Ana Anoveros-Barrera
- Department of Agricultural, Food & Nutritional Science, University of Alberta, 4-002 Li Ka Shing Centre for Health Research Innovation, Edmonton, Alberta, Canada
| | - Abha Dunichand-Hoedl
- Department of Agricultural, Food & Nutritional Science, University of Alberta, 4-002 Li Ka Shing Centre for Health Research Innovation, Edmonton, Alberta, Canada
| | - Karen Martins
- Department of Agricultural, Food & Nutritional Science, University of Alberta, 4-002 Li Ka Shing Centre for Health Research Innovation, Edmonton, Alberta, Canada
| | - David Bigam
- Department of Surgery, University of Alberta, Edmonton, Canada
| | | | - Todd McMullen
- Department of Surgery, University of Alberta, Edmonton, Canada
| | - Oliver F Bathe
- Departments of Surgery and Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, Canada
| | - Charles T Putman
- Faculty of Kinesiology, Sport, and Recreation, University of Alberta, Edmonton, Canada.,Department of Oncology, University of Alberta, Edmonton, Canada
| | - Michael T Clandinin
- Department of Agricultural, Food & Nutritional Science, University of Alberta, 4-002 Li Ka Shing Centre for Health Research Innovation, Edmonton, Alberta, Canada.,Department of Medicine, University of Alberta, Edmonton, Canada
| | | | - Vera C Mazurak
- Department of Agricultural, Food & Nutritional Science, University of Alberta, 4-002 Li Ka Shing Centre for Health Research Innovation, Edmonton, Alberta, Canada
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