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Guo H, Chen S, Zheng T, Ding P, Yang J, Wu H, Wu J, Yang L, Tian Y, Yang P, Tang X, Zhao Q. Association of low skeletal muscle mass and radiodensity with clinical outcomes in patients undergoing robotic radical gastric cancer surgery: a population-based retrospective cohort study. BMC Cancer 2025; 25:741. [PMID: 40259267 PMCID: PMC12013094 DOI: 10.1186/s12885-025-14156-2] [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: 02/08/2025] [Accepted: 04/14/2025] [Indexed: 04/23/2025] Open
Abstract
BACKGROUND Sarcopenia (defined as low skeletal muscle index - SMI) and myosteatosis (defined as low skeletal muscle radiodensity - SMD) associate with poor outcomes in gastric cancer, but their impact after robotic surgery is unknown. METHODS This retrospective cohort study analyzed 381 gastric cancer patients undergoing robotic surgery from December 2019 to October 2022. Sarcopenia and myosteatosis were assessed on preoperative CT scans. Outcomes were postoperative complications, mortality, survival, and recurrence. Multivariable regression and propensity score matching examined associations. RESULTS The mean age at diagnosis was 58.5 ± 10.8 years, and 69.3% (262/381) were male. Low SMI or Low SMD independently associated with more complications (odds ratio[OR] = 3.36, 95%CI: 2.08-5.43; OR = 2.49,95%CI: 1.48-4.19, respectively), unplanned ICU admission (OR = 1.51, 95%CI: 1.22-8.44; OR = 2.00; 95%CI: 1.23-8.89, respectively) or 30-day mortality (OR = 5.89, 95%CI: 1.80-14.23; OR = 7.34; 95%CI: 2.43-18.67, respectively). Concurrent sarcopenia and myosteatosis heightened risks of complications (OR = 7.29, 95%CI: 1.62-42.30), severe complications (OR = 6.67, 95%CI: 2.22-12.68), 30-day mortality (OR = 9.55, 95%CI: 2.67-33.89), and reduced survival (hazard ratio[HR] = 3.09, 95%CI: 1.77-8.60). CONCLUSIONS Sarcopenia and myosteatosis independently and additively associate with increased postoperative complications, mortality, and worse prognosis after robotic gastric cancer surgery. Identifying sarcopenia and myosteatosis preoperatively could inform risk assessments and guide management to improve surgical outcomes.
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Affiliation(s)
- Honghai Guo
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Sheng Chen
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Tao Zheng
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Ping'an Ding
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Jiaxuan Yang
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Haotian Wu
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Jiaxiang Wu
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Li Yang
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
- The Department of CT/MRI, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
| | - Yuan Tian
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Peigang Yang
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Xianyu Tang
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Qun Zhao
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China.
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China.
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer, Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China.
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Riegelbauer S, Mehdorn M, Struck MF, Tautenhahn HM, Scheuermann U, Ebel S, Denecke T, Meyer HJ. Prognostic relevance of CT-defined body composition in patients with acute bleeding undergoing endovascular embolization. Br J Radiol 2025; 98:571-577. [PMID: 39820679 DOI: 10.1093/bjr/tqaf011] [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: 06/01/2024] [Revised: 12/12/2024] [Accepted: 01/04/2025] [Indexed: 01/19/2025] Open
Abstract
OBJECTIVES Body composition assessment includes the parameter skeletal muscle mass, subcutaneous and visceral adipose tissue (SAT and VAT). The purpose of this study was to elucidate associations of body composition parameters with mortality in patients with acute bleeding undergoing transarterial embolization (TAE). METHODS A mixed cohort of patients from 2018 to 2022 with acute bleeding requiring treatment with a TAE was retrospectively evaluated. In every case, the triphasic CT to diagnose the source of bleeding was used to calculate the body composition parameters. RESULTS A total of 251 patients (93 female, 37.1%) with a mean age of 65.5 ± 14.3 years, 30-d mortality of 40.2%, and 24-h mortality of 7.6% were included in the analysis. In the Cox regression analysis, no statistically significant correlations were found between the body composition parameters and 24-h or 30-day mortality. In the subgroup analysis of patients aged older than 65 years, skeletal muscle index was associated with short-term 24-h mortality HR of 0.95 (95% CI 0.90; 0.99, P = .035). CONCLUSIONS The present study demonstrated the prognostic impact of clinical, laboratory, aniography-related, and CT-defined body composition in patients with acute haemorrhage undergoing endovascular therapy. Although the overall effect of CT-defined body composition appears to be small, skeletal muscle index was a prognostic factor in the age group over 65 years. ADVANCES IN KNOWLEDGE This is a large single-centre study to investigate the prognostic relevance of CT-defined body composition in patients undergoing TAE. The effect is overall small but might be further investigated in older patients in further trials.
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Affiliation(s)
- Simon Riegelbauer
- Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig 04103, Germany
| | - Matthias Mehdorn
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital Leipzig, University of Leipzig, Leipzig 04103, Germany
| | - Manuel Florian Struck
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Leipzig, Leipzig 04103, Germany
| | - Hans-Michael Tautenhahn
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital Leipzig, University of Leipzig, Leipzig 04103, Germany
| | - Uwe Scheuermann
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital Leipzig, University of Leipzig, Leipzig 04103, Germany
| | - Sebastian Ebel
- Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig 04103, Germany
| | - Timm Denecke
- Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig 04103, Germany
| | - Hans-Jonas Meyer
- Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig 04103, Germany
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Tolonen A, Lehtomäki K, Kerminen H, Huhtala H, Bärlund M, Österlund P, Arponen O. Computed tomography-determined high visceral adipose tissue and sarcopenic obesity and their associations with survival in vulnerable or frail older adults with cancer considered for systemic anticancer treatment. J Geriatr Oncol 2025; 16:102171. [PMID: 39675314 DOI: 10.1016/j.jgo.2024.102171] [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: 03/03/2024] [Revised: 11/05/2024] [Accepted: 12/02/2024] [Indexed: 12/17/2024]
Abstract
INTRODUCTION Treatment decisions are challenging in older adults with solid tumors. Geriatric 8 (G8)-screening and comprehensive geriatric assessment (CGA) are important but additional methods are needed. We examined the association of computed tomography (CT)-derived high visceral adipose tissue index (VATI) with or without low skeletal muscle index (SMI) on three-month and overall survival (OS). MATERIALS AND METHODS Vulnerability was evaluated with G8 in patients ≥75 years referred for systemic anticancer treatment. Vulnerable/frail patients (G8 ≤ 14) received CGA and were included. VATI and SMI were retrospectively measured from CT scans. We examined associations between high VATI with or without low SMI and three-month and OS with Cox regression models and Kaplan-Meier estimation. RESULTS Seventy-nine patients with median age of 80 (range 75-91) years were evaluated. In the palliative-intent group (n = 58), three-month OS rates were 88 % and 58 % in the normal and high VATI groups, respectively (hazard ratio 4.3; 95 % confidence interval 1.3-14), and 88 % vs. 47 % in group without and with 'high VATI+low SMI', respectively (5.5; 1.9-17). The median OS was 12.7 vs. 9.5 months in normal VATI/SMI and 'high VATI+low SMI' (1.9; 1.1-3.2), respectively. In Cox multivariable models with established predictive factors (ECOG PS, Clinical Frailty Scale, and sex), only high VATI (4.9; 1.0-24) or 'high VATI+low SMI' (8.9; 1.7-46) remained significant predictors of three-month OS. DISCUSSION High VATI with or without low SMI were associated with impaired three-month OS in the palliative-intent group and with OS in the whole cohort independently of oncologic and geriatric functional status measures; thus, they may aid in treatment decision-making.
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Affiliation(s)
- Antti Tolonen
- Department of Radiology, Tampere University Hospital, Kuntokatu 2, 33520 Tampere, Finland; Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön Katu 34, 33520 Tampere, Finland; Department of Oncology, Tays Cancer Centre, Tampere University Hospital, Teiskontie 35, 33520 Tampere, Finland.
| | - Kaisa Lehtomäki
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön Katu 34, 33520 Tampere, Finland; Department of Oncology, Tays Cancer Centre, Tampere University Hospital, Teiskontie 35, 33520 Tampere, Finland.
| | - Hanna Kerminen
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön Katu 34, 33520 Tampere, Finland; Centre of Geriatrics, Tampere University Hospital, Kuntokatu 2, 33520 Tampere, Finland; Gerontology Research Center (GEREC), Tampere University, Arvo Ylpön Katu 34, 33520 Tampere, Finland.
| | - Heini Huhtala
- Faculty of Social Sciences, Tampere University, Kalevantie 5, 33014 Tampere, Finland.
| | - Maarit Bärlund
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön Katu 34, 33520 Tampere, Finland; Department of Oncology, Tays Cancer Centre, Tampere University Hospital, Teiskontie 35, 33520 Tampere, Finland.
| | - Pia Österlund
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön Katu 34, 33520 Tampere, Finland; Department of Oncology, Tays Cancer Centre, Tampere University Hospital, Teiskontie 35, 33520 Tampere, Finland; Department of Oncology, Helsinki University Hospital Comprehensive Cancer Center, University of Helsinki, Finland; Department of Gastrointestinal Oncology, Tema Cancer, Karolinska Universitetssjukhuset, Eugeniavägen 3, 17176 Solna, Sweden; Department of Oncology-Pathology, Karolinska Institutet, Solnavägen 1, 17177, Solna, Sweden.
| | - Otso Arponen
- Department of Radiology, Tampere University Hospital, Kuntokatu 2, 33520 Tampere, Finland; Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön Katu 34, 33520 Tampere, Finland; Institute of Clinical Medicine, School of Medicine, University of Eastern Finland, Kuopio, Finland.
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Rahmani F, Camps G, Mironchuk O, Atagu N, Ballard DH, Benzinger TLS, Chow VTY, Dahiya S, Evans J, Jaswal S, Hosseinzadeh Kassani S, Ma D, Naeem M, Popuri K, Raji CA, Siegel MJ, Xu Y, Liu J, Beg MF, Chicoine MR, Ippolito JE. Abdominal myosteatosis measured with computed tomography predicts poor outcomes in patients with glioblastoma. Neurooncol Adv 2025; 7:vdae209. [PMID: 39791017 PMCID: PMC11713020 DOI: 10.1093/noajnl/vdae209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025] Open
Abstract
Background Alterations in cellular metabolism affect cancer survival and can manifest in metrics of body composition. We investigated the effects of various body composition metrics on survival in patients with glioblastoma (GBM). Methods We retrospectively analyzed patients who had an abdominal and pelvic computed tomography (CT) scan performed within 1 month of diagnosis of GBM (178 participants, 102 males, 76 females, median age: 62.1 years). Volumetric body composition metrics were derived using automated CT segmentation of adipose tissue, skeletal muscle, and aortic calcification from L1 to L5. Univariable and multivariable Cox proportional hazards models were performed separately in males and females using known predictors of GBM overall survival (OS) as covariates. A sex-specific composite score of predisposing and protective factors was constructed using the relative importance of each metric in GBM OS. Results Higher skeletal muscle volume and lower skeletal muscle fat fraction were associated with better OS in the entire dataset. A robust and independent effect on GBM OS was seen specifically for fraction of inter/intramuscular adipose tissue to total adipose tissue after correction for known survival predictors and comorbidities. Worse OS was observed with increased abdominal aortic calcification volume in both sexes. There was a significant difference in GBM OS among participants stratified into quartiles based on sex-specific composite predisposing and protective scores. Conclusion The relationship between body composition and GBM OS provides an actionable advancement toward precision medicine in GBM management, as lifestyle and dietary regimens can alter body composition and metabolism and from there GBM survival.
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Affiliation(s)
- Farzaneh Rahmani
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in Saint Louis, St. Louis, Missouri, USA
| | - Garrett Camps
- Graduate Medical Education, St. Joseph’s Medical Center, Stockton, California, USA
| | - Olesya Mironchuk
- University of Washington School of Medicine, Seattle, Washington, USA
| | - Norman Atagu
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - David H Ballard
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in Saint Louis, St. Louis, Missouri, USA
| | - Tammie L S Benzinger
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in Saint Louis, St. Louis, Missouri, USA
| | - Vincent Tze Yang Chow
- School of Engineering Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Sonika Dahiya
- Department of Pathology, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - John Evans
- Department of Neurosurgery, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Shama Jaswal
- Department of Radiology, Weill Cornell Medical Center/New York Presbyterian Hospital, New York City, New York, USA
| | - Sara Hosseinzadeh Kassani
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in Saint Louis, St. Louis, Missouri, USA
| | - Da Ma
- Department of Internal Medicine, Section of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Muhammad Naeem
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Karteek Popuri
- Department of Computer Science, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
| | - Cyrus A Raji
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in Saint Louis, St. Louis, Missouri, USA
| | - Marilyn J Siegel
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in Saint Louis, St. Louis, Missouri, USA
| | - Yifei Xu
- Department of Surgery, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Jingxia Liu
- Department of Surgery, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Mirza Faisal Beg
- School of Engineering Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Michael R Chicoine
- Department of Neurosurgery, University of Missouri, Columbia, Missouri, USA
| | - Joseph E Ippolito
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, Saint Louis, Missouri, USA
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in Saint Louis, St. Louis, Missouri, USA
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Hata A, Muraguchi Y, Nakatsugawa M, Wang X, Song J, Wada N, Hino T, Aoyagi K, Kawagishi M, Negishi T, Valtchinov VI, Nishino M, Koga A, Sugihara N, Ozaki M, Hunninghake GM, Tomiyama N, Schiebler ML, Li Y, Christiani DC, Hatabu H. Automated chest CT three-dimensional quantification of body composition: adipose tissue and paravertebral muscle. Sci Rep 2024; 14:32117. [PMID: 39738489 PMCID: PMC11686299 DOI: 10.1038/s41598-024-83897-0] [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: 10/01/2024] [Accepted: 12/18/2024] [Indexed: 01/02/2025] Open
Abstract
This retrospective study developed an automated algorithm for 3D segmentation of adipose tissue and paravertebral muscle on chest CT using artificial intelligence (AI) and assessed its feasibility. The study included patients from the Boston Lung Cancer Study (2000-2011). For adipose tissue quantification, 77 patients were included, while 245 were used for muscle quantification. The data were split into training and test sets, with manual segmentation as the ground truth. Subcutaneous and visceral adipose tissues (SAT and VAT) were segmented separately. Muscle area, mean attenuation value, and intermuscular adipose tissue percentage (IMAT%) were calculated in the paravertebral muscle segmentation. The AI algorithm was trained on the training sets, and its performance was evaluated on the test sets. The AI achieved Dice scores above 0.87 and showed excellent correlations for VAT/SAT ratios, muscle attenuation value, and IMAT% (correlation coefficients > 0.98, p < 0.001). The mean differences between the AI and ground truth were minimal (VAT/SAT ratio: 0.7%; muscle attenuation value: 1 HU; IMAT%: <1%). In conclusion, we developed a feasible AI algorithm for automated 3D segmentation of adipose tissue and paravertebral muscle on chest CT.
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Affiliation(s)
- Akinori Hata
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
- Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Osaka, Japan.
- Department of Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 5650871, Japan.
| | | | | | - Xinan Wang
- Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Jiyeon Song
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Noriaki Wada
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takuya Hino
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kota Aoyagi
- Canon Medical Systems Corporation, Tochigi, Japan
| | | | | | - Vladimir I Valtchinov
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Mizuki Nishino
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Imaging, Dana Farber Cancer Institute, Boston, MA, USA
| | - Akihiro Koga
- Canon Medical Systems Corporation, Tochigi, Japan
| | | | | | - Gary M Hunninghake
- Pulmonary and Critical Care Division, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Noriyuki Tomiyama
- Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Mark L Schiebler
- Department of Radiology, UW Madison School of Medicine and Public Health, Madison, WI, USA
| | - Yi Li
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - David C Christiani
- Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA, USA
- Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Hiroto Hatabu
- Department of Radiology, Center for Pulmonary Functional Imaging, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
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Cao K, Yeung J, Arafat Y, Qiao J, Gartrell R, Master M, Yeung JMC, Baird PN. Using a new artificial intelligence-aided method to assess body composition CT segmentation in colorectal cancer patients. J Med Radiat Sci 2024; 71:519-528. [PMID: 38777346 PMCID: PMC11638354 DOI: 10.1002/jmrs.798] [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: 10/31/2023] [Accepted: 05/04/2024] [Indexed: 05/25/2024] Open
Abstract
INTRODUCTION This study aimed to evaluate the accuracy of our own artificial intelligence (AI)-generated model to assess automated segmentation and quantification of body composition-derived computed tomography (CT) slices from the lumber (L3) region in colorectal cancer (CRC) patients. METHODS A total of 541 axial CT slices at the L3 vertebra were retrospectively collected from 319 patients with CRC diagnosed during 2012-2019 at a single Australian tertiary institution, Western Health in Melbourne. A two-dimensional U-Net convolutional network was trained on 338 slices to segment muscle, visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT). Manual reading of these same slices of muscle, VAT and SAT was created to serve as ground truth data. The Dice similarity coefficient was used to assess the U-Net-based segmentation performance on both a validation dataset (68 slices) and a test dataset (203 slices). The measurement of cross-sectional area and Hounsfield unit (HU) density of muscle, VAT and SAT were compared between two methods. RESULTS The segmentation for muscle, VAT and SAT demonstrated excellent performance for both the validation (Dice similarity coefficients >0.98, respectively) and test (Dice similarity coefficients >0.97, respectively) datasets. There was a strong positive correlation between manual and AI segmentation measurements of body composition for both datasets (Spearman's correlation coefficients: 0.944-0.999, P < 0.001). CONCLUSIONS Compared to the gold standard, this fully automated segmentation system exhibited a high accuracy for assessing segmentation and quantification of abdominal muscle and adipose tissues of CT slices at the L3 in CRC patients.
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Affiliation(s)
- Ke Cao
- Department of Surgery, Western PrecinctUniversity of MelbourneMelbourneVictoriaAustralia
| | - Josephine Yeung
- Department of Surgery, Western PrecinctUniversity of MelbourneMelbourneVictoriaAustralia
| | - Yasser Arafat
- Department of Surgery, Western PrecinctUniversity of MelbourneMelbourneVictoriaAustralia
- Department of Colorectal SurgeryWestern HealthMelbourneVictoriaAustralia
| | - Jing Qiao
- Department of Surgery, Western PrecinctUniversity of MelbourneMelbourneVictoriaAustralia
| | - Richard Gartrell
- Department of Surgery, Western PrecinctUniversity of MelbourneMelbourneVictoriaAustralia
| | - Mobin Master
- Department of RadiologyWestern HealthMelbourneVictoriaAustralia
| | - Justin M. C. Yeung
- Department of Surgery, Western PrecinctUniversity of MelbourneMelbourneVictoriaAustralia
- Department of Colorectal SurgeryWestern HealthMelbourneVictoriaAustralia
| | - Paul N. Baird
- Department of SurgeryUniversity of MelbourneMelbourneVictoriaAustralia
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7
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Hartmann V, Engelmann SU, Pickl C, Haas M, Kälble S, Goßler C, Eckl C, Hofmann A, Pichler R, Burger M, Mayr R. Impact of sarcopenia and fat distribution on outcomes in penile cancer. Sci Rep 2024; 14:25422. [PMID: 39455610 PMCID: PMC11512017 DOI: 10.1038/s41598-024-73602-6] [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: 06/21/2024] [Accepted: 09/19/2024] [Indexed: 10/28/2024] Open
Abstract
Sarcopenia, defined as age-associated loss of skeletal muscle function and muscle mass, is a negative prognostic marker for survival in several tumor entities. However, data evaluating the impact of sarcopenia and fat distribution on penile cancer are rarely described. We performed a retrospective study including 38 patients who were diagnosed with squamous cell carcinoma of the penis. By measuring skeletal muscle mass and fat distribution at axial abdominal computed tomography images at the third lumbar vertebra several body composition parameters including skeletal muscle index (SMI), psoas muscle index (PMI), visceral obesity and visceral-to-subcutaneous fat ratio were determined. Among 38 patients, 26% (n = 10) of the patients with penile cancer were identified as sarcopenic. SMI, age, lymph node metastases, distant metastases and penile cancer of the shaft were identified as significant risk factors for overall survival. PMI and distant metastases were significantly associated with cancer specific survival. None of the analysed adipose tissue parameters could be identified as risk factors for survival in this study. We showed that sarcopenia occurs in a relevant part of patients with penile cancer and is a significant risk factor for overall survival (p = 0.032) and cancer specific survival (p = 0.034) for patients with penile cancer. Regarding fat distribution further studies are needed to evaluate its impact on sarcopenia and survival.
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Affiliation(s)
- Valerie Hartmann
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Simon Udo Engelmann
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Christoph Pickl
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Maximilian Haas
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Sebastian Kälble
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Christopher Goßler
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Christoph Eckl
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Aybike Hofmann
- Department of Pediatric Urology, Clinic St. Hedwig, University Medical Center Regensburg, Regensburg, Germany
| | - Renate Pichler
- Department of Urology, Comprehensive Cancer Center, Medical University of Innsbruck, Innsbruck, Austria
| | - Maximilian Burger
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Roman Mayr
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany.
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8
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Buxton C, Schmeusser BN, Holt SK, Patil D, Phuong A, Chahine S, Marquardt JP, O'Malley R, Laidlaw G, Schade GR, Lin DW, Schweizer MT, Yezefski T, Yu EY, Montgomery B, Fintelmann FJ, Master VA, Psutka SP. A Multicenter Evaluation of Treatment-associated Changes in Body Composition in Men With Germ Cell Tumors of the Testis: Implications for Adverse Events and Complications. Urology 2024; 192:74-82. [PMID: 38906271 DOI: 10.1016/j.urology.2024.06.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 05/15/2024] [Accepted: 06/11/2024] [Indexed: 06/23/2024]
Abstract
OBJECTIVE To characterize changes in body composition following cytotoxic chemotherapy for germ cell carcinoma of the testis (GCT) and quantify associations between body composition metrics and chemotherapy-associated adverse events (AEs) and post-retroperitoneal lymph node dissection (RPLND) complications. MATERIALS AND METHODS This retrospective multi-center study included 216 men with GCT treated with cytotoxic chemotherapy and/or RPLND (2005-2020). We measured body composition including skeletal muscle (SMI), visceral adipose (VAI,), subcutaneous adipose (SAI), and fat mass (FMI) indices on computed tomography. We quantified chemotherapy-associated changes in body composition and evaluated associations between body composition and incidence of grade 3 + AEs and post-RPLND complications on multivariable logistic regression analyses. RESULTS One hundred and eighty-two men received a median of 3 cycles of cisplatin-based chemotherapy. Following chemotherapy, median change in SMI was -6% (P = <.0001), while VAI, SAI, and FMI increased by +13% (P = <.0001), +11% (P = <.0001), and +6% (P = <.0001), respectively. Seventy-nine patients (43%) experienced at least one grade 3 + AE. A decrease in SMI following chemotherapy was associated with increased risk of grade 3 + AEs (P = .047). One hundred and 3 men with a median age of 28.5 years (IQR 23-35.5) underwent RPLND of whom 22 (21.3%) experienced at least 1 grade 3 + post-RPLND complication. No baseline body composition metrics were associated with post-RPLND complications. CONCLUSION In men with GCT of the testis, chemotherapy was associated with 6% loss of lean muscle mass and gains in adiposity. Lower skeletal muscle was associated with a higher incidence of chemotherapy-associated AEs. Body composition was not associated with the incidence of post-RPLND complications.
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Affiliation(s)
- Claire Buxton
- University of Washington School of Medicine, Seattle WA
| | - Benjamin N Schmeusser
- Department of Urology, Emory University, Atlanta GA; Department of Urology, Indiana University, Indianapolis, IN
| | - Sarah K Holt
- Department of Urology, University of Washington, Seattle WA
| | | | - Anthea Phuong
- University of Washington School of Medicine, Seattle WA
| | | | - J Peter Marquardt
- Department of Radiology, Massachusetts General Hospital, Boston MA; Department of Neurology, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany
| | - Ryan O'Malley
- Department of Radiology, University of Washington, Seattle WA
| | - Grace Laidlaw
- Department of Radiology, University of Washington, Seattle WA
| | - George R Schade
- Department of Urology, University of Washington, Seattle WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Daniel W Lin
- Department of Urology, University of Washington, Seattle WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Michael T Schweizer
- Division of Hematology and Oncology, Dept. of Medicine, University of Washington, Seattle WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Todd Yezefski
- Division of Hematology and Oncology, Dept. of Medicine, University of Washington, Seattle WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Evan Y Yu
- Division of Hematology and Oncology, Dept. of Medicine, University of Washington, Seattle WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Bruce Montgomery
- Division of Hematology and Oncology, Dept. of Medicine, University of Washington, Seattle WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | | | | | - Sarah P Psutka
- Department of Urology, University of Washington, Seattle WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA.
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9
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He C, Hu Z, Lin Z, Chen H, Cao C, Chen J, Yang X, Li H, Shen W, Wei X, Zhuang L, Zheng S, Xu X, Lu D. Chitinase-3 like-protein-1, a prognostic biomarker in patients with hepatocellular carcinoma and concomitant myosteatosis. BMC Cancer 2024; 24:1042. [PMID: 39179959 PMCID: PMC11342564 DOI: 10.1186/s12885-024-12808-3] [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: 06/08/2024] [Accepted: 08/14/2024] [Indexed: 08/26/2024] Open
Abstract
BACKGROUND Chitinase-3 like-protein-1 (CHI3L1) is a member of the mammalian chitinase-like proteins and elevated serum CHI3L1 level has been proved to be associated with poor prognosis in hepatocellular carcinoma (HCC). This study aimed to investigate the relationship between serum CHI3L1 levels and body composition parameters in patients with HCC after liver transplantation (LT). METHODS This retrospective study enrolled 200 patients after LT for HCC. Blood samples were collected and serum concentrations of CHI3L1 were measured by enzyme-linked immunosorbent assay. Computer tomography (CT) were used to estimate skeletal muscle and adipose tissue mass. Spearman's rank correlation test was performed to assess associations between serum CHI3L1 levels and these body composition parameters. A Cox proportional-hazards regression model was performed to identify independent prognostic factors. Overall survival (OS) and recurrence-free survival (RFS) curves were constructed using the Kaplan-Meier method and compared by the log-rank test. RESULTS Total 71 patients (35.5%) were diagnosed with myosteatosis according to skeletal muscle radiation attenuation (SMRA). The 5-year OS rates were 66.9% in non-myosteatosis group, significantly higher than 49.5% in myosteatosis group (p = 0.025), while the RFS of myosteatosis group (5-year RFS: 52.6%) or non-myosteatosis group (5-year RFS: 42.0%) shown no significant difference (p = 0.068). The serum CHI3L1 level were significantly negative correlated with SMRA (r = -0.3, p < 0.001). Interestingly, in patients with myosteatosis, Kaplan-Meier analysis revealed that elevated serum CHI3L1 levels were associated with worse OS (p < 0.001) and RFS (p = 0.047). However, in patients without myosteatosis, Kaplan-Meier analysis found elevated serum CHI3L1 levels were not associated with OS (p = 0.070) or RFS (p = 0.104). CONCLUSIONS Elevated CHI3L1 was negatively correlated with SMRA, and predicted poorer prognosis in Chinese population after LT for HCC, especially in those patients with concomitant myosteatosis. Monitoring serum CHI3L1 can predict prognosis and effectively guide individual nutrition intervention.
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Affiliation(s)
- Chiyu He
- Zhejiang University School of Medicine, Hangzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, Shulan (Hangzhou) Hospital, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Zhihang Hu
- Zhejiang University School of Medicine, Hangzhou, China
| | - Zuyuan Lin
- Zhejiang University School of Medicine, Hangzhou, China
- Hangzhou First People's Hospital, Hangzhou, China
| | - Hao Chen
- Zhejiang University School of Medicine, Hangzhou, China
| | - Chenghao Cao
- Zhejiang University School of Medicine, Hangzhou, China
| | - Jinyan Chen
- Zhejiang University School of Medicine, Hangzhou, China
| | | | - Huigang Li
- Zhejiang University School of Medicine, Hangzhou, China
| | - Wei Shen
- Zhejiang University School of Medicine, Hangzhou, China
| | - Xuyong Wei
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
- Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China
| | - Li Zhuang
- Department of Hepatobiliary and Pancreatic Surgery, Shulan (Hangzhou) Hospital, Hangzhou, China
| | - Shusen Zheng
- Department of Hepatobiliary and Pancreatic Surgery, Shulan (Hangzhou) Hospital, Hangzhou, China.
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China.
| | - Xiao Xu
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China.
- School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
- Institute of Translational Medicine, Zhejiang University, Hangzhou, China.
| | - Di Lu
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China.
- Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China.
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10
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Han J, Liu X, Wang J, Tang M, Xu J, Tan S, Liu X, Wu G. Prognostic value of body composition in patients with digestive tract cancers: A prospective cohort study of 8,267 adults from China. Clin Nutr ESPEN 2024; 62:192-198. [PMID: 38901941 DOI: 10.1016/j.clnesp.2024.04.017] [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: 08/10/2023] [Revised: 03/05/2024] [Accepted: 04/27/2024] [Indexed: 06/22/2024]
Abstract
BACKGROUND & AIMS The characterization and prognostic value of body composition parameter/phenotype based on computed tomography (CT) in patients with digestive tract cancers remain incomplete. This study aimed to investigate the relationship between parameter/phenotype and clinical outcomes in patients with digestive tract cancers. METHODS In this prospective cohort study, 8267 patients with digestive tract cancers were assessed using CT scans to determine body composition. Body composition data, including areas of skeletal muscle (SM), subcutaneous adipose tissue (SAT), and visceral adipose tissue (VAT), were collected at the third lumbar level on CT images obtained within 30 days before surgery. Body composition phenotypes (sarcopenia, cancer cachexia, sarcopenic obesity) were determined based on SM, SAT, and VAT areas. The primary endpoint was overall survival, obtained from electronic medical records and telephone follow-up surveys. Kaplan-Meier and log-rank analyses were employed to compare unadjusted survival, while multivariate survival analyses were conducted using a proportional hazards model adjusted for age, gender, and cancer-node-metastasis (TNM) stages. RESULTS Adjusted hazard ratios (HRs) for all-cause mortality were calculated for the second (Q2), third (Q3), and fourth (Q4) quantiles relative to the first quantile (Q1) for SM areas, revealing adjusted summary HRs of 0.575 (95% CI, 0.361-0.916), 0.419 (95% CI, 0.241-0.729), and 0.384 (95% CI, 0.203-0.726), respectively. Sarcopenia-adjusted summary HRs were 1.795 (95% CI: 1.012-3.181) for male patients and 1.925 (95% CI: 1.065-3.478) for female patients. Cancer cachexia-adjusted summary HRs were 1.542 (95% CI: 1.023-2.324) for male patients and 1.569 (95% CI: 0.820-3.001) for female patients. Sarcopenic obesity-adjusted summary HRs were 1.122 (95% CI: 0.759-1.657) for male patients and 1.303 (95% CI: 0.623-2.725) for female patients. Subgroup analyses indicated varying prognostic values of body composition parameter/phenotype among different cancer types. CONCLUSIONS Our findings suggest a large SM area is a favorable prognostic indicator, while cancer cachexia and sarcopenia signify poor prognosis in patients with digestive tract cancers. These findings have important implications for the personalized preoperative assessment of body composition in patients with digestive tract cancers.
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Affiliation(s)
- Jun Han
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Shanghai Clinical Nutrition Research Center, Shanghai, China
| | - Xinyang Liu
- Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Junjie Wang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Min Tang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiahao Xu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shanjun Tan
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Shanghai Clinical Nutrition Research Center, Shanghai, China
| | - Xin Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China.
| | - Guohao Wu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Shanghai Clinical Nutrition Research Center, Shanghai, China.
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11
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Cazeneuve N, Bouché O, Leger J, Borg C, Labbe-Devilliers C, Lucidarme O, Tasu JP, Manfredi S, Aubé C, Trillaud H, Manzoni P, Marcus C, Terrebonne E, Douillard JY, Chautard R, Lobet S, Scotto B, Bleuzen A, Lecomte T. Visceral fat and clinical outcome in patients receiving first-line chemotherapy with bevacizumab for metastatic colorectal cancer. Clin Res Hepatol Gastroenterol 2024; 48:102380. [PMID: 38788975 DOI: 10.1016/j.clinre.2024.102380] [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: 12/30/2022] [Revised: 04/19/2024] [Accepted: 05/22/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Visceral fat produces angiogenic factors such as vascular endothelial growth factor that promote tumoral growth. However, its influence on outcome for patients with advanced cancer treated with anti-angiogenic agents is controversial. AIMS The aim of this study was to determine whether visceral fat volume, visceral fat area and body mass index are associated with outcome in patients receiving first-line bevacizumab-based treatment for metastatic colorectal cancer. METHODS This multicenter prospective study included 103 patients with metastatic colorectal cancer who received first-line bevacizumab-based chemotherapy. Computed tomography was used to measure visceral fat volume and visceral fat area. Endpoints were tumoral response at 2 months, progression free survival and overall survival. RESULTS Visceral fat volume and visceral fat area, but not body mass index, were significantly associated with better outcome. Using sex-specific median values progression free survival was significantly longer in patients with high visceral fat volume (13.2 versus 9.4 months; p = 0.0043). In the same way, high visceral fat volume and visceral fat area were associated with a significantly better overall survival: 31.3 versus 20.5 months (p = 0.0072) and 29.3 versus 20.5 months (p = 0.0078), respectively. By multivariate analysis, visceral fat volume was associated with longer progression free survival and overall survival. CONCLUSION This study demonstrates that a high visceral fat volume is associated with better outcome in patients receiving first-line bevacizumab-based chemotherapy for metastatic colorectal cancer.
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Affiliation(s)
- Nicolas Cazeneuve
- Department of Radiology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Olivier Bouché
- Department of Hepatogastroenterology, Hôpital Robert Debré, CHU de Reims, avenue Général Koenig, 51092 Reims Cedex, France
| | - Julie Leger
- INSERM CIC 1415, CHRU de Tours, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Christophe Borg
- Department of Medical Oncology, Hôpital Jean Minjoz, CHRU de Besançon, 3 Boulevard Alexandre Fleming, 25000 Besançon, France
| | | | - Olivier Lucidarme
- Department of Radiology, Hôpital Pitié-Salpétrière, APHP, 47, Boulevard de l'Hôpital, 75013 Paris, France
| | - Jean-Pierre Tasu
- Department of Radiology, CHU de Poitiers, 2 rue Milétrie, 86021 Poitiers Cedex, France
| | - Sylvain Manfredi
- Department of Hepatogastroenterology and Digestive Oncology, CHU de Rennes, Hôpital Pontchaillou, 2 rue Henri Le Guilloux, 35033 Rennes Cedex 9, France
| | - Christophe Aubé
- Department of Radiology, CHU d'Angers, 4 rue Larrey 49100 Angers, France
| | - Hervé Trillaud
- Department of Diagnostic and Interventional Imaging, Hôpital Saint-André, CHU de Bordeaux, 1 rue Jean Burguet, 33000 Bordeaux, France
| | - Philippe Manzoni
- Department of Radiology, Hôpital Jean Minjoz, CHRU de Besançon, Hôpital Jean Minjoz, CHRU de Besançon, 3 Boulevard Alexandre Fleming, 25000 Besançon, France
| | - Claude Marcus
- Department of Radiology, Hôpital Robert Debré, CHU de Reims, avenue Général Koenig, 51092 Reims Cedex, France
| | - Eric Terrebonne
- Department of Hepatogastroenterology and Digestive Oncology, Hôpital du Haut Lêvèque, CHU de Bordeaux, avenue Magellan, 33604 Pessac Cedex, France
| | - Jean-Yves Douillard
- Department of Medical Oncology, ICO René Gauducheau, 44805 Saint-Herblain, France
| | - Romain Chautard
- Department of Hepatogastroenterology and Digestive Oncology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France; UMR INSERM U 1069, Université de Tours, 10 Boulevard Tonnellé, 37000 Tours, France
| | - Sarah Lobet
- UMR INSERM U 1069, Université de Tours, 10 Boulevard Tonnellé, 37000 Tours, France
| | - Béatrice Scotto
- Department of Radiology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Aurore Bleuzen
- Department of Radiology, Hôpital Bretonneau, CHRU de Tours, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Thierry Lecomte
- Department of Hepatogastroenterology and Digestive Oncology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France; UMR INSERM U 1069, Université de Tours, 10 Boulevard Tonnellé, 37000 Tours, France.
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12
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Wilkens LR, Castelfranco AM, Monroe KR, Kristal BS, Cheng I, Maskarinec G, Hullar MA, Lampe JW, Shepherd JA, Franke AA, Ernst T, Le Marchand L, Lim U. Prediction of future visceral adiposity and application to cancer research: The Multiethnic Cohort Study. PLoS One 2024; 19:e0306606. [PMID: 39024224 PMCID: PMC11257330 DOI: 10.1371/journal.pone.0306606] [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: 08/17/2023] [Accepted: 06/21/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND We previously developed a prediction score for MRI-quantified abdominal visceral adipose tissue (VAT) based on concurrent measurements of height, body mass index (BMI), and nine blood biomarkers, for optimal performance in five racial/ethnic groups. Here we evaluated the VAT score for prediction of future VAT and examined if enhancement with additional biomarkers, lifestyle behavior information, and medical history improves the prediction. METHODS We examined 500 participants from the Multiethnic Cohort (MEC) with detailed data (age 50-66) collected 10 years prior to their MRI assessment of VAT. We generated three forecasted VAT prediction models: first by applying the original VAT equation to the past data on the predictors ("original"), second by refitting the past data on anthropometry and biomarkers ("refit"), and third by building a new prediction model based on the past data enhanced with lifestyle and medical history ("enhanced"). We compared the forecasted prediction scores to future VAT using the coefficient of determination (R2). In independent nested case-control data in MEC, we applied the concurrent and forecasted VAT models to assess association of the scores with subsequent incident breast cancer (950 pairs) and colorectal cancer (831 pairs). RESULTS Compared to the VAT prediction by the concurrent VAT score (R2 = 0.70 in men, 0.68 in women), the forecasted original VAT score (R2 = 0.54, 0.48) performed better than past anthropometry alone (R2 = 0.47, 0.40) or two published scores (VAI, METS-VF). The forecasted refit (R2 = 0.61, 0.51) and enhanced (R2 = 0.62, 0.55) VAT scores each showed slight improvements. Similar to the concurrent VAT score, the forecasted VAT scores were associated with breast cancer, but not colorectal cancer. Both the refit score (adjusted OR for tertile 3 vs. 1 = 1.27; 95% CI: 1.00-1.62) and enhanced score (1.27; 0.99-1.62) were associated with breast cancer independently of BMI. CONCLUSIONS Predicted VAT from midlife data can be used as a surrogate to assess the effect of VAT on incident diseases associated with obesity, as illustrated for postmenopausal breast cancer.
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Affiliation(s)
- Lynne R. Wilkens
- University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
| | - Ann M. Castelfranco
- Pacific Biosciences Research Center, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
| | - Kristine R. Monroe
- Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Bruce S. Kristal
- Jean Mayer USDA Human Nutrition Research Center on Aging at Tufts University, Boston, Massachusetts, United States of America
| | - Iona Cheng
- School of Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Gertraud Maskarinec
- University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
| | - Meredith A. Hullar
- Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Johanna W. Lampe
- Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - John A. Shepherd
- University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
| | - Adrian A. Franke
- University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
| | - Thomas Ernst
- University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Loïc Le Marchand
- University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
| | - Unhee Lim
- University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
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13
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Poltronieri TS, Pérsico RS, Viana LV. Body adipose tissue depots and treatment outcomes for women with breast cancer: A systematic review. Clin Nutr 2024; 43:1033-1042. [PMID: 38547637 DOI: 10.1016/j.clnu.2024.03.010] [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: 03/30/2023] [Revised: 02/14/2024] [Accepted: 03/16/2024] [Indexed: 05/04/2024]
Abstract
BACKGROUND & AIMS Excessive adipose tissue is associated with poorer prognosis in women with breast cancer (BC). However, several body adiposity depots, such as visceral (VAT), subcutaneous (SAT), intermuscular (IMAT), and gluteofemoral adipose tissues (GFAT) may have heterogeneous metabolic roles and health effects in these patients. This systematic review aims to evaluate the impact of different body adipose tissue depots, assessed via computed tomography (CT), on treatment outcomes for women with BC. We hypothesize that distinct body adipose tissue depots may be associated differently with outcomes in patients with BC. METHODS A comprehensive bibliographical search was conducted using PubMed, Embase, Cochrane Library, Scopus, and Web of Science databases (until January 2024). The methodological quality of the included studies was assessed using the Newcastle-Ottawa Scale. RESULTS The final sample comprised 23 retrospective studies (n = 12,462), with fourteen presenting good quality. A lack of standardization in CT body adipose tissue depots measurement and outcome presentation precluded quantitative analysis. Furthermore, most included studies had heterogeneous clinical characteristics. Survival and treatment response were the most prevalent outcomes. VAT (n = 19) and SAT (n = 17) were the most frequently evaluated depots and their increase was associated with worse outcomes, mainly in terms of survival. IMAT (n = 4) presented contradictory findings and a higher GFAT (n = 1) was associated with better outcomes. CONCLUSION This systematic review found an association between increased VAT and SAT with worse outcomes in patients with BC. However, due to the heterogeneity of the included studies, further research with homogeneous methodologies is necessary to better understand the impact of body adipose tissue depots on treatment outcomes. Such knowledge could lead to improved care for this patient population.
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Affiliation(s)
- Taiara Scopel Poltronieri
- Programa de Pós-Graduação em Ciências Médicas, Endocrinologia, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil; Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil.
| | - Raquel Stocker Pérsico
- Programa de Pós-Graduação em Ciências Médicas, Endocrinologia, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil; Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil.
| | - Luciana Verçoza Viana
- Programa de Pós-Graduação em Ciências Médicas, Endocrinologia, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil; Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil.
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14
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Ji H, Liu B, Jin P, Li Y, Cui L, Jin S, Wu J, Shan Y, Zhang Z, Ming J, Zhang L, Du C. Creatinine-to-cystatin C ratio and body composition predict response to PD-1 inhibitors-based combination treatment in metastatic gastric cancer. Front Immunol 2024; 15:1364728. [PMID: 38665913 PMCID: PMC11043572 DOI: 10.3389/fimmu.2024.1364728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 04/01/2024] [Indexed: 04/28/2024] Open
Abstract
Background Creatinine-to-cystatin C ratio (CCR) and body composition (BC) parameters have emerged as significant prognostic factors in cancer patients. However, the potential effects of CCR in gastric cancer (GC) remains to be elucidated. This multi-center retrospective study explored the predictive and prognostic value of CCR and BC-parameters in patients with metastatic GC receiving PD-1 inhibitors-based combination therapy. Methods One hundred and thirteen GC patients undergoing PD-1 inhibitors-based combination therapy were enrolled at three academic medical centers from January 2021 to July 2023. A deep-learning platform based on U-Net was developed to automatically segment skeletal muscle index (SMI), subcutaneous adipose tissue index (SATI) and visceral adipose tissue index (VATI). Patients were divided into two groups based on the median of CCR or the upper tertile of BC-parameters. Logistic and Cox regression analysis were used to determine the effect of CCR and BC-parameters in predicting response rates and survival rates. Results The CCR was positively correlated with SMI (r=0.43; P<0.001), but not with SATI or VATI (P>0.05). Multivariable logistic analysis identified that both low CCR (OR=0.423, P=0.066 for ORR; OR=0.026, P=0.005 for DCR) and low SATI (OR=0.270, P=0.020 for ORR; OR=0.149, P=0.056 for DCR) were independently associated with worse objective response rate (ORR) and disease control rate (DCR). Patients with low CCR or low SATI had significantly lower 8-month progression-free survival (PFS) rate and 16-month overall survival (OS) rate than those with high CCR (PFS rate, 37.6% vs. 55.1%, P=0.011; OS rate, 19.4% vs. 44.9%, P=0.002) or those with high SATI (PFS rate, 37.2% vs. 53.8%, P=0.035; OS rate, 8.0% vs. 36.0%, P<0.001). Multivariate Cox analysis showed that low CCR (HR=2.395, 95% CI: 1.234-4.648, P=0.010 for PFS rate; HR=2.528, 95% CI: 1.317-4.854, P=0.005 for OS rate) and low SATI (HR=2.188, 95% CI: 1.050-4.560, P=0.037 for PFS rate; HR=2.818, 95% CI: 1.381-5.752, P=0.004 for OS rate) were both independent prognostic factors of poor 8-month PFS rate and 16-month OS rate. A nomogram based on CCR and BC-parameters showed a good performance in predicting the 12- and 16-month OS, with a concordance index of 0.756 (95% CI, 0.722-0.789). Conclusions Low pre-treatment CCR and SATI were independently associated with lower response rates and worse survival in patients with metastatic GC receiving PD-1 inhibitors-based combination therapy.
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Affiliation(s)
- Hongjuan Ji
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Bona Liu
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Peng Jin
- Department of Oncology, The Second Affiliated Hospital of Shandong First Medical University, Taian, China
| | - Yingchun Li
- Department of Pathology, General Hospital of Northern Theater Command, Shenyang, China
| | - Lili Cui
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Shanxiu Jin
- Department of Oncology, General Hospital of Northern Theater Command, Dalian Medical University, Shenyang, China
| | - Jingran Wu
- Department of Oncology, General Hospital of Northern Theater Command, Dalian Medical University, Shenyang, China
| | - Yongqi Shan
- Department of General Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Zhenyong Zhang
- Department Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jian Ming
- Department of Pathology, General Hospital of Northern Theater Command, Shenyang, China
| | - Liang Zhang
- Department of Gastrointestinal Surgery, Xuzhou Central Hospital, Xuzhou Clinical School of Xuzhou Medical College, Xuzhou, China
| | - Cheng Du
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
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15
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Kays Mohammed Ali Y, Dolin TG, Damm Nybing J, Lykke J, Hvid Linden F, Høgh-Schmidt E, Sørensen TIA, Christensen JF, Nielsen YJW, Stenfatt Larsen J, Madsbad S, Sidenius Johansen J, Svane MS, Lang Lehrskov L. Change in abdominal obesity after colon cancer surgery - effects of left-sided and right-sided colonic resection. Int J Obes (Lond) 2024; 48:533-541. [PMID: 38172335 PMCID: PMC10978490 DOI: 10.1038/s41366-023-01445-8] [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: 05/21/2023] [Revised: 11/29/2023] [Accepted: 12/06/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Excess abdominal visceral adipose tissue (VAT) is associated with metabolic diseases and poor survival in colon cancer (CC). We assessed the impact of different types of CC surgery on changes in abdominal fat depots. MATERIAL AND METHODS Computed tomography (CT)-scans performed preoperative and 3 years after CC surgery were analyzed at L3-level for VAT, subcutaneous adipose tissue (SAT) and total adipose tissue (TAT) areas. We assessed changes in VAT, SAT, TAT and VAT/SAT ratio after 3 years and compared the changes between patients who had undergone left-sided and right-sided colonic resection in the total population and in men and women separately. RESULTS A total of 134 patients with stage I-III CC undergoing cancer surgery were included. Patients who had undergone left-sided colonic resection had after 3 years follow-up a 5% (95% CI: 2-9%, p < 0.01) increase in abdominal VAT, a 4% (95% CI: 2-6%, p < 0.001) increase in SAT and a 5% increase (95% CI: 2-7%, p < 0.01) in TAT. Patients who had undergone right-sided colonic resection had no change in VAT, but a 6% (95% CI: 4-9%, p < 0.001) increase in SAT and a 4% (95% CI: 1-7%, p < 0.01) increase in TAT after 3 years. Stratified by sex, only males undergoing left-sided colonic resection had a significant VAT increase of 6% (95% CI: 2-10%, p < 0.01) after 3 years. CONCLUSION After 3 years follow-up survivors of CC accumulated abdominal adipose tissue. Notably, those who underwent left-sided colonic resection had increased VAT and SAT, whereas those who underwent right-sided colonic resection demonstrated solely increased SAT.
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Affiliation(s)
- Younes Kays Mohammed Ali
- Department of Endocrinological Research, Copenhagen University Hospital -Amager and Hvidovre, Hvidovre, Denmark
- Department of Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Troels Gammeltoft Dolin
- Department of Medicine, Copenhagen University Hospital - Herlev and Gentofte, Herlev, Denmark
- CopenAge, Copenhagen Center for Clinical Age Research, University of Copenhagen, Copenhagen, Denmark
| | - Janus Damm Nybing
- Department of Radiology, Copenhagen University Hospital - Bispebjerg, Copenhagen, Denmark
| | - Jakob Lykke
- Department of Surgery, Copenhagen University Hospital - Herlev and Gentofte, Herlev, Denmark
| | - Frederik Hvid Linden
- Department of Radiology, Copenhagen University Hospital - Bispebjerg, Copenhagen, Denmark
| | - Erik Høgh-Schmidt
- Department of Radiology, Copenhagen University Hospital - Bispebjerg, Copenhagen, Denmark
| | - Thorkild I A Sørensen
- Novo Nordisk Foundation Center for Basic Metabolic Research and Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Jesper Frank Christensen
- Centre for Physical Activity Research, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, Faculty of Health Sciences at the University of Southern Denmark, Odense, Denmark
- Digestive Disease Center, Bispebjerg Hospital, Copenhagen, Denmark
| | - Yousef J W Nielsen
- Department of Radiology, Copenhagen University Hospital - Herlev and Gentofte, Herlev, Denmark
| | - Jim Stenfatt Larsen
- Department of Oncology, Copenhagen University Hospital - Herlev and Gentofte, Herlev, Denmark
| | - Sten Madsbad
- Department of Endocrinological Research, Copenhagen University Hospital -Amager and Hvidovre, Hvidovre, Denmark
| | - Julia Sidenius Johansen
- Department of Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Medicine, Copenhagen University Hospital - Herlev and Gentofte, Herlev, Denmark
- Department of Oncology, Copenhagen University Hospital - Herlev and Gentofte, Herlev, Denmark
| | - Maria Saur Svane
- Department of Endocrinological Research, Copenhagen University Hospital -Amager and Hvidovre, Hvidovre, Denmark
- Department of Gastrointestinal Surgery, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Louise Lang Lehrskov
- Centre for Physical Activity Research, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.
- Department of Oncology, Copenhagen University Hospital - Herlev and Gentofte, Herlev, Denmark.
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16
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van der Hulst HC, van der Bol JM, Bastiaannet E, Portielje JEA, Dekker JWT. The effect of prehabilitation on long-term survival and hospital admissions in older patients undergoing elective colorectal cancer surgery. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 50:108244. [PMID: 38452716 DOI: 10.1016/j.ejso.2024.108244] [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: 10/24/2023] [Revised: 01/17/2024] [Accepted: 03/01/2024] [Indexed: 03/09/2024]
Abstract
INTRODUCTION There is a growing body of evidence for a beneficial effect of prehabilitation on short-term outcomes after colorectal cancer (CRC) surgery in older patients. However, long-term effects on survival or hospital admissions have not been investigated. This study reports these long-term outcomes from a previously published observational cohort study. METHODS We compared patients ≥75 years who received elective CRC surgery in Reinier de Graaf Hospital before (2010-2013: standard care) and after implementation of a multimodal prehabilitation program (2014-2015; prehabilitation). With a six-year follow-up period, we analyzed survival using the Kaplan-Meier method and the occurrence of one or more hospital admissions using logistic regression analyses. RESULTS Overall, 137 patients were included in the standard care group and 86 patients in the prehabilitation group. There were no differences in patients, tumor and treatment characteristics. After six years, 51.1% in the standard care group and 59.3% in the prehabilitation group (p = 0.167) were still alive. When corrected for confounders in the prehabilitation group less patients had one or more hospital admissions during follow-up (odds ratio (OR) 0.43 (95% CI 0.24-0.77). CONCLUSIONS Unfortunately these limited historical cohorts did not allow for strong conclusions concerning long-time survival. However, after prehabilitation less patients had hospital admissions during follow up. Hopefully, this first study into the long-term effects of multimodal prehabilitation will trigger more future research.
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Affiliation(s)
- Heleen C van der Hulst
- Department of Surgery, Reinier De Graaf Gasthuis, Reinier de Graafweg 5, 2625 AD, Delft, the Netherlands.
| | - Jessica M van der Bol
- Department of Geriatric Medicine, Reinier De Graaf Gasthuis, Reinier de Graafweg 5, 2625 AD, Delft, the Netherlands
| | - Esther Bastiaannet
- Institute of Epidemiology, Biostatistics and Prevention, University of Zurich, Zurich, Switzerland
| | - Johanna E A Portielje
- Department of Medical Oncology, Leiden University Medical Centre, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
| | - Jan Willem T Dekker
- Department of Surgery, Reinier De Graaf Gasthuis, Reinier de Graafweg 5, 2625 AD, Delft, the Netherlands
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Aleixo GFP, Wei W, Chen PH, Gandhi NS, Anwer F, Dean R, Hamilton BK, Hill BT, Jagadeesh D, Khouri J, Pohlman B, Sobecks R, Winter A, Caimi P, Majhail NS. The association of body composition and outcomes following autologous hematopoietic stem cell transplantation in patients with non-Hodgkin lymphoma. Bone Marrow Transplant 2023; 58:1384-1389. [PMID: 37699993 DOI: 10.1038/s41409-023-02104-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/18/2023] [Accepted: 08/31/2023] [Indexed: 09/14/2023]
Abstract
Recently there has been a growing interest in evaluating body composition as a marker for prognosis in cancer patients. The association of body composition parameters and outcomes has not been deeply investigated in patients with autologous hematopoietic stem cell transplantation (HSCT) recipients with non-Hodgkin lymphoma (NHL). We conducted a retrospective cohort study of 264 NHL patients who received autologous HSCT. PreHSCT abdominal CT scans at the levels of L3 were assessed for body composition measures. We evaluated sarcopenia, myosteatosis, high visceral adipose tissue (VAT) and high visceral adipose tissue density (VATD). Using multivariable Cox proportional regression, we analyzed the association of clinical and transplant-related characteristics with overall survival (OS), relapse-free survival (RFS), and non-relapse mortality (NRM). In a multivariate regression model, patients with higher VATD had worse OS (HR 1.78; 95% confidence intervals CI 1.08-2.95, p = 0.02) and worse NRM (HR 2.31 95% CI 1.08-4.95, p = 0.02) than with lower VATD. Patients with lower levels of VAT also had worse RFS (HR 1.49 95% CI 1.03-2.15, p = 0.03). Sarcopenia and myosteatosis were not associated with outcomes. High pre-transplant VATD was associated with lower OS and higher NRM, and low pre-transplant VAT was associated with worse RFS in patients with NHL undergoing autologous HSCT.
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Affiliation(s)
- Gabriel F P Aleixo
- Internal Medicine Residency Program, Cleveland Clinic, Cleveland, OH, USA
| | - Wei Wei
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Po-Hao Chen
- Department of Radiology, Cleveland Clinic, Cleveland, OH, USA
| | - Namita S Gandhi
- Department of Radiology, Cleveland Clinic, Cleveland, OH, USA
| | - Faiz Anwer
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Robert Dean
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Betty K Hamilton
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Brian T Hill
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Deepa Jagadeesh
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jack Khouri
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Brad Pohlman
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ronald Sobecks
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Allison Winter
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Paolo Caimi
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
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18
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Rozynek M, Gut D, Kucybała I, Strzałkowska-Kominiak E, Tabor Z, Urbanik A, Kłęk S, Wojciechowski W. Fully automated 3D body composition analysis and its association with overall survival in head and neck squamous cell carcinoma patients. Front Oncol 2023; 13:1176425. [PMID: 37927466 PMCID: PMC10621032 DOI: 10.3389/fonc.2023.1176425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 10/03/2023] [Indexed: 11/07/2023] Open
Abstract
Objectives We developed a method for a fully automated deep-learning segmentation of tissues to investigate if 3D body composition measurements are significant for survival of Head and Neck Squamous Cell Carcinoma (HNSCC) patients. Methods 3D segmentation of tissues including spine, spine muscles, abdominal muscles, subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), and internal organs within volumetric region limited by L1 and L5 levels was accomplished using deep convolutional segmentation architecture - U-net implemented in a nnUnet framework. It was trained on separate dataset of 560 single-channel CT slices and used for 3D segmentation of pre-radiotherapy (Pre-RT) and post-radiotherapy (Post-RT) whole body PET/CT or abdominal CT scans of 215 HNSCC patients. Percentages of tissues were used for overall survival analysis using Cox proportional hazard (PH) model. Results Our deep learning model successfully segmented all mentioned tissues with Dice's coefficient exceeding 0.95. The 3D measurements including difference between Pre-RT and post-RT abdomen and spine muscles percentage, difference between Pre-RT and post-RT VAT percentage and sum of Pre-RT abdomen and spine muscles percentage together with BMI and Cancer Site were selected and significant at the level of 5% for the overall survival. Aside from Cancer Site, the lowest hazard ratio (HR) value (HR, 0.7527; 95% CI, 0.6487-0.8735; p = 0.000183) was observed for the difference between Pre-RT and post-RT abdomen and spine muscles percentage. Conclusion Fully automated 3D quantitative measurements of body composition are significant for overall survival in Head and Neck Squamous Cell Carcinoma patients.
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Affiliation(s)
- Miłosz Rozynek
- Department of Radiology, Jagiellonian University Medical College, Krakow, Poland
| | - Daniel Gut
- Department of Biocybernetics and Biomedical Engineering, AGH University of Science and Technology, Krakow, Poland
| | - Iwona Kucybała
- Department of Radiology, Jagiellonian University Medical College, Krakow, Poland
| | | | - Zbisław Tabor
- Department of Biocybernetics and Biomedical Engineering, AGH University of Science and Technology, Krakow, Poland
| | - Andrzej Urbanik
- Department of Radiology, Jagiellonian University Medical College, Krakow, Poland
| | - Stanisław Kłęk
- Surgical Oncology Clinic, Maria Skłodowska-Curie National Cancer Institute, Krakow, Poland
| | - Wadim Wojciechowski
- Department of Radiology, Jagiellonian University Medical College, Krakow, Poland
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19
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Cao K, Yeung J, Arafat Y, Wei MYK, Yeung JMC, Baird PN. Identification of Differences in Body Composition Measures Using 3D-Derived Artificial Intelligence from Multiple CT Scans across the L3 Vertebra Compared to a Single Mid-Point L3 CT Scan. Radiol Res Pract 2023; 2023:1047314. [PMID: 37881809 PMCID: PMC10597731 DOI: 10.1155/2023/1047314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 10/06/2023] [Accepted: 10/10/2023] [Indexed: 10/27/2023] Open
Abstract
Purpose Body composition analysis in colorectal cancer (CRC) typically utilises a single 2D-abdominal axial CT slice taken at the mid-L3 level. The use of artificial intelligence (AI) allows for analysis of the entire L3 vertebra (non-mid-L3 and mid-L3). The goal of this study was to determine if the use of an AI approach offered any additional information on capturing body composition measures. Methods A total of 2203 axial CT slices of the entire L3 level (4-46 slices were available per patient) were retrospectively collected from 203 CRC patients treated at Western Health, Melbourne (97 males; 47.8%). A pretrained artificial intelligence (AI) model was used to segment muscle, visceral adipose tissue (VAT), and subcutaneous adipose tissue (SAT) on these slices. The difference in body composition measures between mid-L3 and non-mid-L3 scans was compared for each patient, and for males and females separately. Results Body composition measures derived from non-mid-L3 scans exhibited a median range of 0.85% to 6.28% (average percent difference) when compared to the use of a single mid-L3 scan. Significant variation in the VAT surface area (p = 0.02) was observed in females compared to males, whereas male patients exhibited a greater variation in SAT surface area (p < 0.001) and radiodensity (p = 0.007). Conclusion Significant differences in various body composition measures were observed when comparing non-mid-L3 slices to only the mid-L3 slice. Researchers should be aware that considering only the use of a single midpoint L3 CT scan slice will impact the estimate of body composition measurements.
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Affiliation(s)
- Ke Cao
- Department of Surgery, Western Precinct, University of Melbourne, Melbourne, Australia
| | - Josephine Yeung
- Department of Surgery, Western Precinct, University of Melbourne, Melbourne, Australia
| | - Yasser Arafat
- Department of Surgery, Western Precinct, University of Melbourne, Melbourne, Australia
- Department of Colorectal Surgery, Western Health, University of Melbourne, Melbourne, Australia
| | - Matthew Y. K. Wei
- Department of Surgery, Western Precinct, University of Melbourne, Melbourne, Australia
- Department of Colorectal Surgery, Western Health, University of Melbourne, Melbourne, Australia
| | - Justin M. C. Yeung
- Department of Surgery, Western Precinct, University of Melbourne, Melbourne, Australia
- Department of Colorectal Surgery, Western Health, University of Melbourne, Melbourne, Australia
| | - Paul N. Baird
- Department of Surgery, University of Melbourne, Melbourne, Australia
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20
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Alavi DT, Henriksen HB, Lauritzen PM, Zucknick M, Bøhn SK, Henriksen C, Paur I, Smeland S, Blomhoff R. Effect of a one-year personalized intensive dietary intervention on body composition in colorectal cancer patients: Results from a randomized controlled trial. Clin Nutr ESPEN 2023; 57:414-422. [PMID: 37739688 DOI: 10.1016/j.clnesp.2023.06.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 06/28/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND & AIMS Changes in body composition may affect colorectal cancer (CRC) patient's risk of cancer recurrence, secondary cancer, and other chronic diseases. The suggested interventions for changes in body composition such as low muscle mass or high fat mass, are diet and physical activity. Nevertheless, there is limited evidence of how dietary intervention alone can impact body composition. This study aimed to investigate the effect of a 6 and 12 month dietary intervention with a focus on healthy eating according to Norwegian food-based dietary guidelines on weight and body composition in patients with CRC stage I-III, post-surgery. METHODS This study included participants from the randomized controlled trial CRC-NORDIET study 2-9 months after surgery. The intervention group received an intensive dietary intervention, while the control group underwent similar measurements, but no dietary intervention. Body composition was measured with Lunar iDXA, and the results were analyzed using linear mixed models. RESULTS A total of 383 participants were included, 192 in the intervention group and 191 in the control group. After 6 months, the intervention group showed a 0.7 kg lower mean weight gain (p = 0.020) and 0.6 kg lower fat mass gain (p = 0.019) than the control group, but no difference at 12 months. Moreover, the fat mass increase was 0.5 percentage points lower at 6 months (p = 0.012), and 0.7 percentage points lower at 12 months (p = 0.011) in the intervention group compared to the controls. At 6 months, the intervention group had 63 g lower gain of visceral adipose tissue compared to the control group (p = 0.031). No differences were seen for fat-free mass or subcutaneous adipose tissue at any time point. The intervention group showed a lower increase in the ratio between fat mass and fat-free mass at both 6 months (p = 0.025) and 12 months (p = 0.021). CONCLUSION The dietary intervention reduced the increases in total weight and fat masses, without changing fat-free mass. Although the individual changes are small, the dietary intervention may have resulted in an overall more favourable body composition profile. These findings suggest that dietary intervention may be part of a treatment strategy for prevention of weight and fat mass gain in CRC survivors.
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Affiliation(s)
- Dena Treider Alavi
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
| | - Hege Berg Henriksen
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
| | - Peter Mæhre Lauritzen
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway; Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway.
| | - Manuela Zucknick
- Oslo Centre for Biostatistics and Epidemiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
| | - Siv Kjølsrud Bøhn
- Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Ås, Norway.
| | - Christine Henriksen
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
| | - Ingvild Paur
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Norway, Norwegian Advisory Unit for Disease-related Undernutrition, Oslo University Hospital, Oslo, Norway; Department of Clinical Services, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway.
| | - Sigbjørn Smeland
- Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
| | - Rune Blomhoff
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway; Department of Clinical Service, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway.
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21
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Saino Y, Kawase F, Nagano A, Ueshima J, Kobayashi H, Murotani K, Inoue T, Nagami S, Suzuki M, Maeda K. Diagnosis and prevalence of sarcopenic obesity in patients with colorectal cancer: A scoping review. Clin Nutr 2023; 42:1595-1601. [PMID: 37480796 DOI: 10.1016/j.clnu.2023.06.025] [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: 04/27/2023] [Revised: 06/22/2023] [Accepted: 06/26/2023] [Indexed: 07/24/2023]
Abstract
BACKGROUND & AIMS Sarcopenic obesity (SO) is associated with worse outcomes in patients with colorectal cancer (CRC); however, the diagnostic methods and prevalence of SO vary among studies. Therefore, we conducted this scoping review to investigate the diagnosis of SO in CRC, identify the associated problems, and determine its prevalence. METHODS A systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews reporting guidelines. A literature search was performed by two independent reviewers on studies that diagnosed SO in CRC using the MEDLINE, EMBASE, CINAHL, CENTRAL, Web of Science, and Ichushi-Web (in Japanese) databases. Observational, longitudinal, cross-sectional, and clinical trials written in English or Japanese as of July 2022 were included. Studies that did not define SO were excluded from the analysis. The study protocol was pre-registered in Figshare. RESULTS In total, 670 studies were identified, 22 of which were included. Eighteen studies used sarcopenia in combination with obesity to diagnose SO. Sarcopenia was mainly diagnosed using skeletal muscle mass index (SMI), and only one combined with grip strength or gait speed. Obesity was diagnosed based on the body mass index (BMI; n = 11), followed by visceral fat area (VFA; n = 5). The overall prevalence of SO in patients with CRC was 15% (95%CI, 11-21%). The prevalence of SO in surgical resection and colorectal cancer liver metastases was 18% (95%CI, 12-25%) and 11% (95%CI, 3-36%), respectively. CONCLUSIONS SO in patients with CRC was mainly diagnosed based on a combination of SMI and BMI, and muscle strength and body composition were rarely evaluated. The prevalence of SO was approximately 15%, depending on the diagnostic methods used. Since SO in patients with CRC is associated with poor prognosis, further research on diagnostic methods for the early detection of SO and its clinical outcomes is needed.
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Affiliation(s)
- Yoko Saino
- Department of Clinical Nutrition, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto, Tokyo 135-8550, Japan; Department of Nutrition and Metabolism, Tokushima University Graduate School of Biomedical Sciences, 3-18-15 Kuramoto, Tokushima 770-8503, Japan.
| | - Fumiya Kawase
- Department of Nutrition, Asuke Hospital Aichi Prefectural Welfare Federation of Agricultural Cooperatives, 20 Nakata, Yagami-cho, Toyota, Aichi 444-2351, Japan.
| | - Ayano Nagano
- Department of Nursing, Nishinomiya Kyoritsu Neurosurgical Hospital, 11-1 Imazuyamanaka-cho, Nishinomiya, Hyogo 663-8211, Japan.
| | - Junko Ueshima
- Department of Nutritional Service, NTT Medical Center Tokyo, 5-9-22 Higashi-Gotanda, Shinagawa, Tokyo 141-8625, Japan.
| | - Haruko Kobayashi
- General Incorporated Association Manabi Public Library, 306 Wakabadai, Meito, Nagoya, Aichi 465-0015, Japan.
| | - Kenta Murotani
- Biostatistics Center, Kurume University. 67, Asahimachi, Kurume, Fukuoka 830-0011, Japan.
| | - Tatsuro Inoue
- Department of Physical Therapy, Niigata University of Health and Welfare, 1398 Shimami, Kita-ku, Niigata 950-3198, Japan.
| | - Shinsuke Nagami
- Department of Speech-Language Pathology and Audiology, Faculty of Rehabilitation, Kawasaki University of Medical Welfare, 288 Matsushima, Kurashiki, Okayama 701-0193, Japan.
| | - Mizue Suzuki
- Department of Rehabilitation, Faculty of Allied Health Sciences, Yamato University, 2-5-1 Katayama, Suita, Osaka 564-0082, Japan.
| | - Keisuke Maeda
- Nutrition Therapy Support Center, Aichi Medical University Hospital1-1 Yazakokarimata, Nagakute, Aichi 480-1195, Japan; Department of Geriatric Medicine, Hospital, National Center for Geriatrics and Gerontology, 7-430 Morioka, Obu, Aichi 474-8511, Japan.
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Li L, Li W, Xu D, He H, Yang W, Guo H, Liu X, Ji W, Song C, Xu H, Li W, Shi H, Cui J. Association Between Visceral Fat Area and Cancer Prognosis: A Population-Based Multicenter Prospective Study. Am J Clin Nutr 2023; 118:507-517. [PMID: 37422158 DOI: 10.1016/j.ajcnut.2023.07.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 06/17/2023] [Accepted: 07/03/2023] [Indexed: 07/10/2023] Open
Abstract
BACKGROUND Diverse indicators have been used to represent adipose tissue, while the relationship between body adipose mass and the prognosis of patients with cancer remains controversial. OBJECTIVE This study aimed to explore the indicators of optimal body composition that represent body fat mass to predict risk of cancer-related mortality. METHODS We conducted a population-based multicenter prospective cohort study of patients with initial cancer between February 2012 and September 2020. Clinical information, body composition indicators, hematologic test results, and follow-up data were collected. Body composition indicators were analyzed using principal component analysis to select the most representative indicators, and the cutoff value was set according to the optimal stratification method. The hazard ratio (HR) for mortality was calculated using Cox proportional hazards regression models. RESULTS Among 14,018 patients with complete body composition data, visceral fat area (VFA) is a more optimal indicator for body fat content (principal component index: 0.961) than body mass index (principal component index: 0.850). The cutoff points for VFA in terms of time to mortality were 66 cm2 and 102 cm2 for gastric/esophageal cancer and other cancers, respectively. Among the 2788 patients treated systemically, multivariate analyses demonstrated that a lower VFA was associated with a higher risk of death in patients with cancer of diverse types (HR: 1.33; 95% CI: 1.08, 1.64; P = 0.007), especially gastric cancer (HR: 2.13; 95% CI: 1.3, 3.49; P = 0.003), colorectal cancer HR: 1.81; 95% CI: 1.06, 3.08; P = 0.030) and nonsmall-cell lung cancer (HR: 1.27; 95% CI: 1.01, 1.59; P = 0.040). CONCLUSION VFA is an independent prognostic indicator of muscle mass in patients with diverse types of cancer, particularly gastric, colorectal, and nonsmall-cell lung cancers. TRIAL REGISTRATION NUMBER ChiCTR1800020329.
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Affiliation(s)
- Lingyu Li
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Wenqian Li
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Dongsheng Xu
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Hua He
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Wang Yang
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Hanfei Guo
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Xiangliang Liu
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Wei Ji
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Chunhua Song
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Hongxia Xu
- Department of Nutrition, Daping Hospital & Research Institute of Surgery, Third Military Medical University, Chongqing, China
| | - Wei Li
- Cancer Center, The First Hospital of Jilin University, Changchun, China.
| | - Hanping Shi
- Departments of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
| | - Jiuwei Cui
- Cancer Center, The First Hospital of Jilin University, Changchun, China.
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Sweet AAR, Kobes T, Houwert RM, Groenwold RHH, Moeskops P, Leenen LPH, de Jong PA, Veldhuis WB, van Baal MCPM. The association of radiologic body composition parameters with clinical outcomes in level-1 trauma patients. Eur J Trauma Emerg Surg 2023; 49:1947-1958. [PMID: 36862245 PMCID: PMC10449658 DOI: 10.1007/s00068-023-02252-6] [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: 08/15/2022] [Accepted: 02/19/2023] [Indexed: 03/03/2023]
Abstract
PURPOSE The present study aims to assess whether CT-derived muscle mass, muscle density, and visceral fat mass are associated with in-hospital complications and clinical outcome in level-1 trauma patients. METHODS A retrospective cohort study was conducted on adult patients admitted to the University Medical Center Utrecht following a trauma between January 1 and December 31, 2017. Trauma patients aged 16 years or older without severe neurological injuries, who underwent a CT that included the abdomen within 7 days of admission, were included. An artificial intelligence (AI) algorithm was used to retrieve muscle areas to calculate the psoas muscle index and to retrieve psoas muscle radiation attenuation and visceral fat (VF) area from axial CT images. Multivariable logistic and linear regression analyses were performed to assess associations between body composition parameters and outcomes. RESULTS A total of 404 patients were included for analysis. The median age was 49 years (interquartile range [IQR] 30-64), and 66.6% were male. Severe comorbidities (ASA 3-4) were seen in 10.9%, and the median ISS was 9 (IQR 5-14). Psoas muscle index was not independently associated with complications, but it was associated with ICU admission (odds ratio [OR] 0.79, 95% confidence interval [CI] 0.65-0.95), and an unfavorable Glasgow Outcome Scale (GOS) score at discharge (OR 0.62, 95% CI 0.45-0.85). Psoas muscle radiation attenuation was independently associated with the development of any complication (OR 0.60, 95% CI 0.42-0.85), pneumonia (OR 0.63, 95% CI 0.41-0.96), and delirium (OR 0.49, 95% CI 0.28-0.87). VF was associated with developing a delirium (OR 1.95, 95% CI 1.12-3.41). CONCLUSION In level-1 trauma patients without severe neurological injuries, automatically derived body composition parameters are able to independently predict an increased risk of specific complications and other poor outcomes.
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Affiliation(s)
- Arthur A. R. Sweet
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Tim Kobes
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Roderick M. Houwert
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Rolf H. H. Groenwold
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Luke P. H. Leenen
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
| | - Pim A. de Jong
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wouter B. Veldhuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
- Quantib, Rotterdam, The Netherlands
| | - Mark C. P. M. van Baal
- Department of Surgery, University Medical Center Utrecht, PO Box 85500, 3508 GA Utrecht, The Netherlands
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Arteaga DP, DeKraker C, Ennis M, Dewey N, Goebel EA, Welch S, Pimentel I, Ippolito JE, Lohmann AE. Body composition and endometrial cancer outcomes. J Natl Cancer Inst Monogr 2023; 2023:49-55. [PMID: 37139979 DOI: 10.1093/jncimonographs/lgad012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 02/24/2023] [Accepted: 03/06/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND Obesity is a known risk factor for developing endometrial cancer. However, the association of obesity with endometrial cancer (EC) outcomes has not been clearly established. This study examined how outcomes in women with early stage EC vary with body composition measured via computed tomography (CT). METHODS In this retrospective study, patients diagnosed with EC international Federation of Gynecology and Obstetrics stages I-III and available CT scans were included. Automatica software was used to assess the areas of visceral adipose tissue, subcutaneous adipose tissue (SAT), and intermuscular adipose tissue (IMAT) and skeletal muscle area. RESULTS Of 293 patient charts assessed, 199 met eligibility criteria. Median body mass index (BMI) was 32.8 kg/m2 (interquartile range [IQ] = 26.8-38.9); 61.8% had histologic subtype endometrioid carcinoma. Adjusted for age, international Federation of Gynecology and Obstetrics stage, and histologic subtype, a BMI of at least 30 vs less than 30 kg/m2 was associated with lower endometrial cancer-specific survival (ECSS) (hazard ratio [HR] = 2.32, 95% confidence interval [CI] = 1.27 to 4.25) and overall survival (OS) (HR = 2.7, 95% CI = 1.35 to 5.39). Higher IMAT 75th vs 25th percentile and SAT of at least 225.6 vs less than 225.6 cm2 were associated with lower ECSS (HR = 1.53, 95% CI = 1.1 to 2.13, and HR = 2.57, 95% CI = 1.13 to 5.88) and OS (HR = 1.50, 95% CI = 1.11 to 2.02, and HR = 2.46, 95% CI = 1.2 to 5.01), respectively. The association of visceral adipose tissue (75th vs 25th percentile) with ECSS and OS was not statistically significant (HR = 1.42, 95% CI = 0.91 to 2.22, and HR = 1.24, 95% CI = 0.81 to 1.89). CONCLUSION Higher BMI, IMAT, and SAT were associated with higher mortality from EC and lower OS. A better understanding of the mechanisms underlying these relationships could inform strategies to improve patient outcomes.
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Affiliation(s)
- Diana P Arteaga
- Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
- Department of Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Corina DeKraker
- Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | | | - Nicole Dewey
- Michener Institute of Education, University of Toronto, Toronto, ON, Canada
| | - Emily A Goebel
- Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine & Dentistry, Western University and London Health Science Centre, London, ON, Canada
| | - Stephen Welch
- Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
- Department of Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Isabel Pimentel
- Department of Oncology, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Catalonia, Spain
| | - Joseph E Ippolito
- Department of Radiology, Washington University School of Medicine, St Louis, MO, USA
| | - Ana Elisa Lohmann
- Department of Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
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Yan SY, Yang YW, Jiang XY, Hu S, Su YY, Yao H, Hu CH. Fat quantification: Imaging methods and clinical applications in cancer. Eur J Radiol 2023; 164:110851. [PMID: 37148843 DOI: 10.1016/j.ejrad.2023.110851] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/19/2023] [Accepted: 04/24/2023] [Indexed: 05/08/2023]
Abstract
Recently, the study of the relationship between lipid metabolism and cancer has evolved. The characteristics of intratumoral and peritumoral fat are distinct and changeable during cancer development. Subcutaneous and visceral adipose tissue are also associated with cancer prognosis. In non-invasive imaging, fat quantification parameters such as controlled attenuation parameter, fat volume fraction, and proton density fat fraction from different imaging methods complement conventional images by providing concrete fat information. Therefore, measuring the changes of fat content for further understanding of cancer characteristics has been applied in both research and clinical settings. In this review, the authors summarize imaging advances in fat quantification and highlight their clinical applications in cancer precaution, auxiliary diagnosis and classification, therapy response monitoring, and prognosis.
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Affiliation(s)
- Suo Yu Yan
- Department of Radiology, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China
| | - Yi Wen Yang
- Department of Radiology, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China
| | - Xin Yu Jiang
- Department of Radiology, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China
| | - Su Hu
- Department of Radiology, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China
| | - Yun Yan Su
- Department of Radiology, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China.
| | - Hui Yao
- Department of Radiology, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China; Department of General Surgery, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China.
| | - Chun Hong Hu
- Department of Radiology, The First Affiliated Hospital to Soochow University, Suzhou 215006, PR China.
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Maurits JSF, Sedelaar JPM, Aben KKH, Kampman E, Kiemeney LALM, Vrieling A. Cohort profile - the Renal cell cancer: Lifestyle, prognosis and quality of life (ReLife) study in the Netherlands. BMJ Open 2023; 13:e066909. [PMID: 36972960 PMCID: PMC10069500 DOI: 10.1136/bmjopen-2022-066909] [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] [Indexed: 03/29/2023] Open
Abstract
PURPOSE The Renal cell cancer: Lifestyle, prognosis and quality of life (ReLife) study is set up to obtain insight into the association of patient and tumour characteristics, lifestyle habits and circulating biomarkers with body composition features in patients with localised renal cell cancer (RCC). Further, it aims to assess the association of body composition features, lifestyle habits and circulating biomarkers with clinical outcomes, including health-related quality of life. PARTICIPANTS The ReLife study is a multicentre prospective cohort study involving 368 patients with newly diagnosed stages I-III RCC recruited from January 2018 to June 2021 from 18 hospitals in the Netherlands. At 3 months, 1 year and 2 years after treatment, participants fill out a general questionnaire and questionnaires about their lifestyle habits (eg, diet, physical activity, smoking and alcohol consumption), medical history and health-related quality of life. At all three time points, patients wear an accelerometer and have blood samples taken. CT scans for body composition analysis are being collected. Permission is asked for collection of tumour samples. Information about disease characteristics, treatment of the primary tumour and clinical outcomes is being collected from medical records by the Netherlands Cancer Registry. FINDINGS TO DATE A total of 836 invited patients were eligible and 368 patients were willing to participate and were included (response rate 44%). The mean age of patients was 62.5±9.0 years and 70% was male. The majority had stage I (65%) disease and were treated with radical nephrectomy (57%). Data collection at 3 months and 1 years after treatment have been finalised. FUTURE PLANS Data collection at 2 years after treatment is expected to be finalised in June 2023 and longitudinal clinical data will continue to be collected. Results of studies based on this cohort are important to develop personalised evidence-based lifestyle advice for patients with localised RCC to enable them to get more control over their disease course.
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Affiliation(s)
- Jake S F Maurits
- Department for Health Evidence, Radboud Univerity Medical Center, Nijmegen, The Netherlands
| | - J P Michiel Sedelaar
- Department of Urology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Katja K H Aben
- Department for Health Evidence, Radboud Univerity Medical Center, Nijmegen, The Netherlands
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands
| | - Ellen Kampman
- Department for Health Evidence, Radboud Univerity Medical Center, Nijmegen, The Netherlands
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | | | - Alina Vrieling
- Department for Health Evidence, Radboud Univerity Medical Center, Nijmegen, The Netherlands
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Khan A, Welman CJ, Abed A, O’Hanlon S, Redfern A, Azim S, Lopez P, Singh F, Khattak A. Association of Computed Tomography Measures of Muscle and Adipose Tissue and Progressive Changes throughout Treatment with Clinical Endpoints in Patients with Advanced Lung Cancer Treated with Immune Checkpoint Inhibitors. Cancers (Basel) 2023; 15:cancers15051382. [PMID: 36900175 PMCID: PMC10000131 DOI: 10.3390/cancers15051382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/08/2023] [Accepted: 02/09/2023] [Indexed: 02/24/2023] Open
Abstract
To investigate the association between skeletal muscle mass and adiposity measures with disease-free progression (DFS) and overall survival (OS) in patients with advanced lung cancer receiving immunotherapy, we retrospectively analysed 97 patients (age: 67.5 ± 10.2 years) with lung cancer who were treated with immunotherapy between March 2014 and June 2019. From computed tomography scans, we assessed the radiological measures of skeletal muscle mass, and intramuscular, subcutaneous and visceral adipose tissue at the third lumbar vertebra. Patients were divided into two groups based on specific or median values at baseline and changes throughout treatment. A total number of 96 patients (99.0%) had disease progression (median of 11.3 months) and died (median of 15.4 months) during follow-up. Increases of 10% in intramuscular adipose tissue were significantly associated with DFS (HR: 0.60, 95% CI: 0.38 to 0.95) and OS (HR: 0.60, 95% CI: 0.37 to 0.95), while increases of 10% in subcutaneous adipose tissue were associated with DFS (HR: 0.59, 95% CI: 0.36 to 0.95). These results indicate that, although muscle mass and visceral adipose tissue were not associated with DFS or OS, changes in intramuscular and subcutaneous adipose tissue can predict immunotherapy clinical outcomes in patients with advanced lung cancer.
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Affiliation(s)
- Azim Khan
- Northam Regional Hospital, Northam, WA 6401, Australia
- Correspondence: ; Tel.: +61-96901300
| | | | - Afaf Abed
- Peel Health Campus, Mandurah, WA 6210, Australia
| | - Susan O’Hanlon
- Department of Medical Imaging, Fiona Stanley Hospital, Perth, WA 6150, Australia
| | - Andrew Redfern
- Department of Medical Oncology, Fiona Stanley Hospital, Murdoch, WA 6150, Australia
- School of Medicine and Pharmacology, UWA, Perth, WA 6009, Australia
| | - Sara Azim
- Fiona Stanley Hospital, Murdoch, WA 6150, Australia
| | - Pedro Lopez
- Exercise Medicine Research Institute, Edith Cowan University, Joondalup, WA 6027, Australia
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA 6027, Australia
- Pleural Medicine Unit, Institute for Respiratory Health, Perth, WA 6009, Australia
| | - Favil Singh
- Exercise Medicine Research Institute, Edith Cowan University, Joondalup, WA 6027, Australia
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA 6027, Australia
| | - Adnan Khattak
- Fiona Stanley Hospital, Murdoch, WA 6150, Australia
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA 6027, Australia
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Wood N, Morton M, Shah SN, Yao M, Barnard H, Tewari S, Suresh A, Kollikonda S, AlHilli MM. Association between CT-based body composition assessment and patient outcomes during neoadjuvant chemotherapy for epithelial ovarian cancer. Gynecol Oncol 2023; 169:55-63. [PMID: 36508759 DOI: 10.1016/j.ygyno.2022.11.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 11/17/2022] [Accepted: 11/25/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE The aim of this study was to characterize the body composition of patients undergoing neoadjuvant chemotherapy (NACT) for epithelial ovarian cancer (EOC), identify factors associated with sarcopenia at diagnosis, and evaluate the impact of pretreatment sarcopenia and changes in body composition parameters during therapy on perioperative and disease-related outcomes. METHODS Patients undergoing NACT for EOC between 2008 and 2020 were identified. Pre-treatment and post-treatment contrast-enhanced CT scans were reviewed to determine skeletal muscle index (SMI) and visceral adipose tissue (VAT) area at the mid-fourth lumbar vertebral level. SMI and VAT were analyzed for association with clinical and treatment variables. RESULTS 174 patients were identified. Mean pretreatment SMI and VAT were 38.3 cm2/m2 ± 7.9 and 51.2 cm2/m2 ± 34.3, respectively. Comparatively, mean post-treatment SMI and VAT were 37.8 cm2/m2 ± 7.9 and 43.7 cm2/m2 ± 29.7, respectively. Most patients exhibited an overall decrease in SMI from pretreatment to posttreatment scans. Caucasian race, older age, and lower body mass index at diagnosis were associated with lower pretreatment SMI. Lower pre-treatment SMI was associated with lower surgical complexity scores (p < 0.001) and estimated blood loss (p = 0.029). Decrease in SMI after NACT was associated with increased rates of ICU admissions and length of stay. While there was no association between SMI and overall survival (OS) or progression-free survival (PFS), >2% decrease per 100 days in VAT was significantly associated with worse OS. CONCLUSIONS Patients with lower pretreatment SMI tend to undergo less complex surgery than those with higher SMI despite NACT. Decrease in VAT may be a potential indicator of worse OS. Information on body composition can aid in clinical decision making in patients with EOC.
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Affiliation(s)
- Nicole Wood
- Obstetrics, Gynecology and Women's Health Institute, Cleveland Clinic, Cleveland, OH, United States of America
| | - Molly Morton
- Obstetrics, Gynecology and Women's Health Institute, Cleveland Clinic, Cleveland, OH, United States of America
| | - Shetal N Shah
- Department of Radiology, Cleveland Clinic, Cleveland, OH, United States of America
| | - Meng Yao
- Department of Qualitative Health Sciences, Cleveland Clinic, Cleveland, OH, United States of America
| | - Hannah Barnard
- Department of Radiology, Cleveland Clinic, Cleveland, OH, United States of America
| | - Surabhi Tewari
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
| | - Abhilash Suresh
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
| | - Swapna Kollikonda
- Obstetrics, Gynecology and Women's Health Institute, Cleveland Clinic, Cleveland, OH, United States of America
| | - Mariam M AlHilli
- Obstetrics, Gynecology and Women's Health Institute, Cleveland Clinic, Cleveland, OH, United States of America; Division of Gynecologic Oncology, Obstetrics, Gynecology and Women's Health Institute, Cleveland Clinic, Cleveland, OH, United States of America.
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Exploring the Relationship between Obesity, Metabolic Syndrome and Neuroendocrine Neoplasms. Metabolites 2022; 12:metabo12111150. [DOI: 10.3390/metabo12111150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/13/2022] [Accepted: 11/17/2022] [Indexed: 11/22/2022] Open
Abstract
Obesity is a major burden for modern medicine, with many links to negative health outcomes, including the increased incidence of certain cancer types. Interestingly, some studies have supported the concept of an “Obesity Paradox”, where some cancer patients living with obesity have been shown to have a better prognosis than non-obese patients. Neuroendocrine neoplasms (NENs) are malignancies originating from neuroendocrine cells, in some cases retaining important functional properties with consequences for metabolism and nutritional status. In this review, we summarize the existing evidence demonstrating that obesity is both a risk factor for developing NENs as well as a good prognostic factor. We further identify the limitations of existing studies and further avenues of research that will be necessary to optimize the metabolic and nutritional status of patients living with NENs to ensure improved outcomes.
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Aleixo GF, Sheu M, Mirzai S, Majhail NS. Prognostic Impact of Adiposity in Hematological Malignancies: A Systematic Review and Meta-analysis. CLINICAL LYMPHOMA MYELOMA AND LEUKEMIA 2022; 22:726-734. [PMID: 35750574 DOI: 10.1016/j.clml.2022.05.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/19/2022] [Accepted: 05/25/2022] [Indexed: 04/08/2023]
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Cheng E, Kirley J, Cespedes Feliciano EM, Caan BJ. Adiposity and cancer survival: a systematic review and meta-analysis. Cancer Causes Control 2022; 33:1219-1246. [PMID: 35971021 PMCID: PMC10101770 DOI: 10.1007/s10552-022-01613-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 07/07/2022] [Indexed: 10/28/2022]
Abstract
PURPOSE The increasing availability of clinical imaging tests (especially CT and MRI) that directly quantify adipose tissue has led to a rapid increase in studies examining the relationship of visceral, subcutaneous, and overall adiposity to cancer survival. To summarize this emerging body of literature, we conducted a systematic review and meta-analysis of imaging-measured as well as anthropometric proxies for adipose tissue distribution and cancer survival across a wide range of cancer types. METHODS Using keywords related to adiposity, cancer, and survival, we conducted a systematic search of the literature in PubMed and MEDLINE, Embase, and Web of Science Core Collection databases from database inception to 30 June 2021. We used a random-effect method to calculate pooled hazard ratios (HR) and corresponding 95% confidence intervals (CI) within each cancer type and tested for heterogeneity using Cochran's Q test and the I2 test. RESULTS We included 203 records for this review, of which 128 records were utilized for quantitative analysis among 10 cancer types: breast, colorectal, gastroesophageal, head and neck, hepatocellular carcinoma, lung, ovarian, pancreatic, prostate, and renal cancer. We found that imaging-measured visceral, subcutaneous, and total adiposity were not significantly associated with increased risk of overall mortality, death from primary cancer, or cancer progression among patients diagnosed with these 10 cancer types; however, we found significant or high heterogeneity for many cancer types. For example, heterogeneity was similarly high when the pooled HRs (95% CI) for overall mortality associated with visceral adiposity were essentially null as in 1.03 (0.55, 1.92; I2 = 58%) for breast, 0.99 (0.81, 1.21; I2 = 71%) for colorectal, versus when they demonstrated a potential increased risk 1.17 (0.85, 1.60; I2 = 78%) for hepatocellular carcinoma and 1.62 (0.90, 2.95; I2 = 84%) for renal cancer. CONCLUSION Greater adiposity at diagnosis (directly measured by imaging) is not associated with worse survival among cancer survivors. However, heterogeneity and other potential limitations were noted across studies, suggesting differences in study design and adiposity measurement approaches, making interpretation of meta-analyses challenging. Future work to standardize imaging measurements and data analyses will strengthen research on the role of adiposity in cancer survival.
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Affiliation(s)
- En Cheng
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, 94612, USA
| | - Jocelyn Kirley
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, 94612, USA
| | | | - Bette J Caan
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, 94612, USA.
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Katzmarzyk PT, Brown JC, Yang S, Mire EF, Wu XC, Miele L, Ochoa AC, Zabaleta J. Association of Abdominal Visceral Adiposity and Total Fat Mass with Cancer Incidence and Mortality in White and Black Adults. Cancer Epidemiol Biomarkers Prev 2022; 31:1532-1538. [PMID: 35654355 PMCID: PMC9357175 DOI: 10.1158/1055-9965.epi-22-0207] [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: 02/24/2022] [Revised: 04/21/2022] [Accepted: 05/20/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Race modifies the association between anthropometric measures of obesity and cancer risk. However, the degree to which abdominal visceral adipose tissue (VAT) and total fat mass (FM) are associated with cancer risk is not known. METHODS The sample included 3,017 White and 1,347 Black adults who were assessed between 1995 and 2016 and followed for outcome assessment through 2017. Abdominal VAT and FM were measured using imaging techniques. The co-primary endpoints were diagnosis of histologically confirmed invasive cancer (excluding nonmelanoma skin cancer) or death from cancer. Multivariable Cox proportional hazards models quantified the HR of incident cancer and cancer mortality. RESULTS There were 353 incident cancer cases and 75 cancer deaths in an average of 12.9 years of follow-up. Both VAT [HR, 1.21; 95% confidence interval (CI), 1.09-1.36] and FM (HR, 1.25; 95% CI, 1.10-1.43) were significantly associated with incident cancer, while VAT (HR, 1.28; 95% CI, 1.01-1.61) was significantly associated with cancer mortality after adjustment for several covariates. VAT remained significantly associated with cancer incidence (HR, 1.22; 95% CI, 1.03-1.46) after additional inclusion of FM in the multivariable model, but not vice versa. There were no significant sex- or race-interactions. CONCLUSIONS VAT was associated with risk of cancer and cancer mortality in this cohort, and the associations did not differ by sex or race. The association between VAT and incident cancer was largely independent of total FM. IMPACT Our results suggest that utility of anthropometry in assessing obesity-related cancer risk may need to be further refined by including more direct measures of adiposity.
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Affiliation(s)
- Peter T. Katzmarzyk
- Pennington Biomedical Research Center, 6400 Perkins Rd, Baton Rouge, LA 70808, USA
| | - Justin C. Brown
- Pennington Biomedical Research Center, 6400 Perkins Rd, Baton Rouge, LA 70808, USA
- LSU Health Sciences Center New Orleans School of Medicine, 1901 Perdido St, New Orleans, LA 70112
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
| | - Shengping Yang
- Pennington Biomedical Research Center, 6400 Perkins Rd, Baton Rouge, LA 70808, USA
| | - Emily F. Mire
- Pennington Biomedical Research Center, 6400 Perkins Rd, Baton Rouge, LA 70808, USA
| | - Xiao-Cheng Wu
- LSU Health Sciences Center New Orleans School of Medicine, 1901 Perdido St, New Orleans, LA 70112
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
- Louisiana State University Health Science Center School of Public Health/Louisiana Tumor Registry, 2020 Gravier St, New Orleans, LA 70122, USA
| | - Lucio Miele
- LSU Health Sciences Center New Orleans School of Medicine, 1901 Perdido St, New Orleans, LA 70112
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
| | - Augusto C. Ochoa
- LSU Health Sciences Center New Orleans School of Medicine, 1901 Perdido St, New Orleans, LA 70112
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
| | - Jovanny Zabaleta
- LSU Health Sciences Center New Orleans School of Medicine, 1901 Perdido St, New Orleans, LA 70112
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
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Alavi DH, Sakinis T, Henriksen HB, Beichmann B, Fløtten A, Blomhoff R, Lauritzen PM. Body composition assessment by artificial intelligence from routine computed tomography scans in colorectal cancer: Introducing BodySegAI. JCSM CLINICAL REPORTS 2022. [DOI: 10.1002/crt2.53] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Dena Helene Alavi
- Department of Nutrition, Institute of Basic Medical Sciences University of Oslo Oslo Norway
| | - Tomas Sakinis
- Medical Division, Radiology and Nuclear Medicine, Neuroimaging Research Group Oslo University Hospital Oslo Norway
| | - Hege Berg Henriksen
- Department of Nutrition, Institute of Basic Medical Sciences University of Oslo Oslo Norway
| | - Benedicte Beichmann
- Department of Nutrition, Institute of Basic Medical Sciences University of Oslo Oslo Norway
| | - Ann‐Monica Fløtten
- Division of Radiology and Nuclear Medicine Oslo University Hospital Oslo Norway
| | - Rune Blomhoff
- Department of Nutrition, Institute of Basic Medical Sciences University of Oslo Oslo Norway
- Department of Clinical Service, Division of Cancer Medicine Oslo University Hospital Oslo Norway
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Affiliation(s)
- Barry J A Laird
- Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.,St Columba's Hospice Care, Edinburgh, UK.,Caledonian Cachexia Collaborative, Edinburgh, UK
| | - Richard J E Skipworth
- Caledonian Cachexia Collaborative, Edinburgh, UK.,Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, UK
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Rock CL, Thomson CA, Sullivan KR, Howe CL, Kushi LH, Caan BJ, Neuhouser ML, Bandera EV, Wang Y, Robien K, Basen-Engquist KM, Brown JC, Courneya KS, Crane TE, Garcia DO, Grant BL, Hamilton KK, Hartman SJ, Kenfield SA, Martinez ME, Meyerhardt JA, Nekhlyudov L, Overholser L, Patel AV, Pinto BM, Platek ME, Rees-Punia E, Spees CK, Gapstur SM, McCullough ML. American Cancer Society nutrition and physical activity guideline for cancer survivors. CA Cancer J Clin 2022; 72:230-262. [PMID: 35294043 DOI: 10.3322/caac.21719] [Citation(s) in RCA: 375] [Impact Index Per Article: 125.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/22/2021] [Accepted: 12/15/2021] [Indexed: 12/13/2022] Open
Abstract
The overall 5-year relative survival rate for all cancers combined is now 68%, and there are over 16.9 million survivors in the United States. Evidence from laboratory and observational studies suggests that factors such as diet, physical activity, and obesity may affect risk for recurrence and overall survival after a cancer diagnosis. The purpose of this American Cancer Society guideline is to provide evidence-based, cancer-specific recommendations for anthropometric parameters, physical activity, diet, and alcohol intake for reducing recurrence and cancer-specific and overall mortality. The audiences for this guideline are health care providers caring for cancer survivors as well as cancer survivors and their families. The guideline is intended to serve as a resource for informing American Cancer Society programs, health policy, and the media. Sources of evidence that form the basis of this guideline are systematic literature reviews, meta-analyses, pooled analyses of cohort studies, and large randomized clinical trials published since 2012. Recommendations for nutrition and physical activity during cancer treatment, informed by current practice, large cancer care organizations, and reviews of other expert bodies, are also presented. To provide additional context for the guidelines, the authors also include information on the relationship between health-related behaviors and comorbidities, long-term sequelae and patient-reported outcomes, and health disparities, with attention to enabling survivors' ability to adhere to recommendations. Approaches to meet survivors' needs are addressed as well as clinical care coordination and resources for nutrition and physical activity counseling after a cancer diagnosis.
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Affiliation(s)
- Cheryl L Rock
- Department of Family Medicine, School of Medicine, University of California at San Diego, La Jolla, California
| | - Cynthia A Thomson
- Health Promotion Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona
| | - Kristen R Sullivan
- Department of Population Sciences, American Cancer Society, Atlanta, Georgia
| | - Carol L Howe
- Department of Medicine, University of Arizona Health Sciences Library, Tucson, Arizona
- Department of Family and Community Medicine, University of Arizona Health Sciences Library, Tucson, Arizona
| | - Lawrence H Kushi
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Bette J Caan
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Marian L Neuhouser
- Cancer Prevention Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Elisa V Bandera
- Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Ying Wang
- Department of Population Sciences, American Cancer Society, Atlanta, Georgia
| | - Kimberly Robien
- Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, George Washington University, Washington, District of Columbia
- Department of Epidemiology, Milken Institute School of Public Health, George Washington University, Washington, District of Columbia
| | - Karen M Basen-Engquist
- Division of Cancer Prevention and Population Sciences, Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Justin C Brown
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, Louisiana
| | - Kerry S Courneya
- Kinesiology, Sport, and Recreation, University of Alberta, Edmonton, Alberta, Canada
| | - Tracy E Crane
- Health Promotion Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Coral Gables, Florida
| | - David O Garcia
- Health Promotion Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona
| | - Barbara L Grant
- Cancer Care Center, St Alphonsus Regional Medical Center, Boise, Idaho
| | - Kathryn K Hamilton
- Carol G. Simon Cancer Center, Morristown Medical Center, Morristown, New Jersey
| | - Sheri J Hartman
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California at San Diego, La Jolla, California
| | - Stacey A Kenfield
- Department of Urology, University of California at San Francisco, San Francisco, California
| | - Maria Elena Martinez
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California at San Diego, La Jolla, California
- Moores Cancer Center, University of California at San Diego, La Jolla, California
| | | | - Larissa Nekhlyudov
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Alpa V Patel
- Department of Population Sciences, American Cancer Society, Atlanta, Georgia
| | - Bernardine M Pinto
- College of Nursing, University of South Carolina, Columbia, South Carolina
| | - Mary E Platek
- School of Health Professions, D'Youville College, Buffalo, New York
- Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Erika Rees-Punia
- Department of Population Sciences, American Cancer Society, Atlanta, Georgia
| | - Colleen K Spees
- College of Medicine, The Ohio State University, Columbus, Ohio
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Khan AI, Psutka SP, Patil DH, Hong G, Williams MA, Bilen MA, Sekhar A, Kissick HT, Narayan VM, Joshi SS, Ogan K, Master VA. Sarcopenia and systemic inflammation are associated with decreased survival after cytoreductive nephrectomy for metastatic renal cell carcinoma. Cancer 2022; 128:2073-2084. [PMID: 35285950 DOI: 10.1002/cncr.34174] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/03/2022] [Accepted: 01/03/2022] [Indexed: 12/22/2022]
Abstract
BACKGROUND This study was aimed at assessing the associations of sarcopenia, muscle density, adiposity, and inflammation with overall survival (OS) after cytoreductive nephrectomy (CN) for metastatic renal cell carcinoma. METHODS In all, 158 patients undergoing CN from 2001 to 2014 had digitized preoperative imaging for tissue segmentation via Slice-O-Matic software (version 5.0) at the mid-L3 level. The skeletal muscle index was calculated with the skeletal muscle area (cm2 ) normalized for height (m2 ), and the skeletal muscle density (SMD) was calculated with average Hounsfield units. Adiposity was measured with the cross-sectional area (cm2 ) of visceral, subcutaneous, and intramuscular adiposity compartments and was similarly normalized for height. The average fat density was obtained in Hounsfield units. OS was estimated with the Kaplan-Meier method. Associations between body composition, inflammation metrics, and relevant clinicopathology and OS were assessed with univariable and multivariate Cox analyses. RESULTS Seventy-six of the 158 patients (48%) were sarcopenic. Sarcopenia was associated with elevated neutrophil to lymphocyte ratios (NLRs; P = .02), increased age (P = .001), lower body mass indices (P = .009), greater modified Motzer scores (P = .019), and lower SMD (P = .006). The median OS was 15.0 and 29.4 months for sarcopenic and nonsarcopenic patients, respectively (P = .04). Elevated inflammation (NLR or C-reactive protein), in addition to sarcopenia, was independently associated with OS, with an elevated NLR ≥ 3.5 and sarcopenia associated with the poorest OS at 10.2 months. No associations were observed between measurements of muscle density or adiposity and OS. CONCLUSIONS Sarcopenia and measures of high systemic inflammation are additively associated with inferior OS after CN and may be of use in preoperative risk stratification. LAY SUMMARY Body composition and sarcopenia (a deficiency in skeletal musculature) have been shown to affect outcomes in cancer. We found that sarcopenic patients had poor survival in comparison with nonsarcopenic patients in the setting of metastatic renal cell carcinoma (mRCC). Patients with both elevated inflammation and sarcopenia had the poorest survival. Sarcopenia is an objective measure of nutrition that can assist in therapeutic counseling and decision-making for individualized treatment in mRCC.
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Affiliation(s)
- Amir Ishaq Khan
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
| | - Sarah P Psutka
- Department of Urology, University of Washington School of Medicine, Seattle, Washington
| | - Dattatraya H Patil
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Gordon Hong
- Northeast Ohio Medical University, Rootstown, Ohio
| | - Milton A Williams
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Mehmet A Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia
| | - Aarti Sekhar
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Haydn T Kissick
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Vikram M Narayan
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Shreyas S Joshi
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
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Pring ET, Malietzis G, Gould LE, Lung P, Drami I, Athanasiou T, Jenkins JT. Tumour grade and stage are associated with specific body composition phenotypes with visceral obesity predisposing the host to a less aggressive tumour in colorectal cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2022; 48:1664-1670. [DOI: 10.1016/j.ejso.2022.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 03/16/2022] [Indexed: 10/18/2022]
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Tolonen A, Pakarinen T, Sassi A, Kyttä J, Cancino W, Rinta-Kiikka I, Pertuz S, Arponen O. Methodology, clinical applications, and future directions of body composition analysis using computed tomography (CT) images: A review. Eur J Radiol 2021; 145:109943. [PMID: 34839215 DOI: 10.1016/j.ejrad.2021.109943] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 08/06/2021] [Accepted: 08/24/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE OF THE REVIEW We aim to review the methods, current research evidence, and future directions in body composition analysis (BCA) with CT imaging. RECENT FINDINGS CT images can be used to evaluate muscle tissue, visceral adipose tissue (VAT), and subcutaneous adipose tissue (SAT) compartments. Manual and semiautomatic segmentation methods are still the gold standards. The segmentation of skeletal muscle tissue and VAT and SAT compartments is most often performed at the level of the 3rd lumbar vertebra. A decreased amount of CT-determined skeletal muscle mass is a marker of impaired survival in many patient populations, including patients with most types of cancer, some surgical patients, and those admitted to the intensive care unit (ICU). Patients with increased VAT are more susceptible to impaired survival / worse outcomes; however, those patients who are critically ill or admitted to the ICU or who will undergo surgery appear to be exceptions. The independent significance of SAT is less well established. Recently, the roles of the CT-determined decrease of muscle mass and increased VAT area and epicardial adipose tissue (EAT) volume have been shown to predict a more debilitating course of illness in patients suffering from severe acute respiratory syndrome coronavirus 2 (COVID-19) infection. SUMMARY The field of CT-based body composition analysis is rapidly evolving and shows great potential for clinical implementation.
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Affiliation(s)
- Antti Tolonen
- Faculty of Medicine and Health Sciences, Tampere University, Kauppi Campus, Arvo Ylpön katu 34, 33520 Tampere, Finland.
| | - Tomppa Pakarinen
- Faculty of Medicine and Health Sciences, Tampere University, Kauppi Campus, Arvo Ylpön katu 34, 33520 Tampere, Finland; Department of Radiology, Tampere University Hospital, Elämänaukio, Kuntokatu 2, 33520 Tampere, Finland
| | - Antti Sassi
- Faculty of Medicine and Health Sciences, Tampere University, Kauppi Campus, Arvo Ylpön katu 34, 33520 Tampere, Finland; Department of Radiology, Tampere University Hospital, Elämänaukio, Kuntokatu 2, 33520 Tampere, Finland
| | - Jere Kyttä
- Faculty of Medicine and Health Sciences, Tampere University, Kauppi Campus, Arvo Ylpön katu 34, 33520 Tampere, Finland
| | - William Cancino
- Connectivity and Signal Processing Group, Universidad Industrial de Santander, Cl. 9 #Cra 27, Bucaramanga, Colombia
| | - Irina Rinta-Kiikka
- Faculty of Medicine and Health Sciences, Tampere University, Kauppi Campus, Arvo Ylpön katu 34, 33520 Tampere, Finland; Department of Radiology, Tampere University Hospital, Elämänaukio, Kuntokatu 2, 33520 Tampere, Finland
| | - Said Pertuz
- Connectivity and Signal Processing Group, Universidad Industrial de Santander, Cl. 9 #Cra 27, Bucaramanga, Colombia
| | - Otso Arponen
- Faculty of Medicine and Health Sciences, Tampere University, Kauppi Campus, Arvo Ylpön katu 34, 33520 Tampere, Finland; Department of Radiology, Tampere University Hospital, Elämänaukio, Kuntokatu 2, 33520 Tampere, Finland
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Future care for long-term cancer survivors: towards a new model. Clin Transl Oncol 2021; 24:350-362. [PMID: 34716541 PMCID: PMC8555713 DOI: 10.1007/s12094-021-02696-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 08/11/2021] [Indexed: 11/25/2022]
Abstract
Purpose The increase in the prevalence "long-term cancer survivor” (LCS) patients is expected to increase the cost of LCS care. The aim of this study was to obtain information that would allow to optimise the current model of health management in Spain to adapt it to one of efficient LCS patient care. Methods This qualitative study was carried out using Delphi methodology. An advisory committee defined the criteria for participation, select the panel of experts, prepare the questionnaire, interpret the results and draft the final report. Results 232 people took part in the study (48 oncologists). Absolute consensus was reached in three of the proposed sections: oncological epidemiology, training of health professionals and ICT functions. Conclusion The role of primary care in the clinical management of LCS patients needs to be upgraded, coordination with the oncologist and hospital care is essential. The funding model needs to be adapted to determine the funding conditions for new drugs and technologies.
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Coletta AM, Playdon MC, Baron KG, Wei M, Kelley K, Vaklavas C, Beck A, Buys SS, Chipman J, Ulrich CM, Walker D, White S, Oza S, Zingg RW, Hansen PA. The association between time-of-day of habitual exercise training and changes in relevant cancer health outcomes among cancer survivors. PLoS One 2021; 16:e0258135. [PMID: 34637457 PMCID: PMC8509995 DOI: 10.1371/journal.pone.0258135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 09/17/2021] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To assess the relationship between time-of-day of exercise training and changes in relevant cancer health outcomes among cancer survivors. METHODS Retrospective analysis of data collected from 2016-2019 from a hospital-based exercise oncology program. Descriptive statistics were calculated for demographic, clinical, and exercise timing characteristics (e.g. AM, PM, or mix) among survivors with available data for exercise training time (n = 233). For the total sample and a breast cancer sub-analysis, univariate analysis of covariance, adjusted for age, was carried out by exercise training time, for change in the following outcomes collected during the program's assessment sessions: cardiorespiratory fitness and muscular endurance (human performance variables), physical function, anthropometrics, self-reported fatigue, and quality of life (QoL). Change in body mass index (BMI) and body weight was included in the breast cancer analysis. RESULTS Overall, 37.3% of survivors habitually engaged in AM exercise (e.g. ≥ 75% AM training), 34.3% in PM exercise, and 28.3% in a mix of AM and PM exercise training throughout the program. Median time in the program was 17 weeks. Significant improvements in most human performance and physical function variables were observed in the total sample regardless of exercise training time-of-day. Among breast cancer survivors, PM but not AM or mixed was associated with improvements in fitness, and lower-body muscular endurance and function. Mixed exercise timing was linked with greater increase in waist circumference (total sample: 3.02cm, 95%CI 1.55, 4.49; breast cancer: 3.57cm 95%CI 0.96, 6.18), body weight (breast cancer: 1.6kg, 95%CI 0.3, 2.8) and BMI (breast cancer: 0.6kg/m2, 95%CI 0.1, 1.0). AM and PM exercise, but not mixed, was associated with improvements in fatigue and QoL. CONCLUSION Time-of-day of exercise training may differentially impact changes in human performance and physical function variables. Mixed exercise training time may result in less favorable outcomes related of weight management variables among cancer survivors.
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Affiliation(s)
- Adriana M. Coletta
- Department of Health & Kinesiology, The University of Utah, Salt Lake City, UT, United States of America
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
| | - Mary C. Playdon
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Nutrition and Integrative Physiology, The University of Utah, Salt Lake City, UT, United States of America
| | - Kelly G. Baron
- Department of Family and Preventive Medicine, The University of Utah, Salt Lake City, UT, United States of America
| | - Mei Wei
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Internal Medicine, The University of Utah, Salt Lake City, UT, United States of America
| | - Kristen Kelley
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Internal Medicine, The University of Utah, Salt Lake City, UT, United States of America
| | - Christos Vaklavas
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Internal Medicine, The University of Utah, Salt Lake City, UT, United States of America
| | - Anna Beck
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Internal Medicine, The University of Utah, Salt Lake City, UT, United States of America
| | - Saundra S. Buys
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Internal Medicine, The University of Utah, Salt Lake City, UT, United States of America
| | - Jonathan Chipman
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Population Health Sciences, The University of Utah, Salt Lake City, UT, United States of America
| | - Cornelia M. Ulrich
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Department of Population Health Sciences, The University of Utah, Salt Lake City, UT, United States of America
| | - Darren Walker
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
| | - Shelley White
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
| | - Sonal Oza
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Division of Physical Medicine and Rehabilitation, The University of Utah, Salt Lake City, UT, United States of America
| | - Rebecca W. Zingg
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Division of Physical Medicine and Rehabilitation, The University of Utah, Salt Lake City, UT, United States of America
| | - Pamela A. Hansen
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT, United States of America
- Division of Physical Medicine and Rehabilitation, The University of Utah, Salt Lake City, UT, United States of America
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Hu X, Fatima S, Chen M, Xu K, Huang C, Gong RH, Su T, Wong HLX, Bian Z, Kwan HY. Toll-like receptor 4 is a master regulator for colorectal cancer growth under high-fat diet by programming cancer metabolism. Cell Death Dis 2021; 12:791. [PMID: 34385421 PMCID: PMC8360949 DOI: 10.1038/s41419-021-04076-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 07/22/2021] [Accepted: 07/27/2021] [Indexed: 12/12/2022]
Abstract
Although high-fat diet (HFD) has been implicated in the development of colorectal cancer (CRC), the critical signaling molecule that mediates the cancer growth is not well-defined. Identifying the master regulator that controls CRC growth under HFD can facilitate the development of effective therapeutics for the cancer treatment. In this study, the global lipidomics and RNA sequencing data show that, in the tumor tissues of CRC-bearing mouse models, HFD not only increases tumor weight, but also the palmitic acid level and TLR4 expression, which are reduced when HFD is replaced by control diet. These concomitant changes suggest the roles of palmitic acid and TLR4 in CRC growth. Subsequent studies show that palmitic acid regulates TLR4 expression in PU.1-dependent manner. Knockdown of PU.1 or mutations of PU.1-binding site on TLR4 promoter abolish the palmitic acid-increased TLR4 expression. The role of palmitic acid/PU.1/TLR4 axis in CRC growth is further examined in cell model and animal models that are fed either HFD or palmitic acid-rich diet. More importantly, iTRAQ proteomics data show that knockdown of TLR4 changes the metabolic enzyme profiles in the tumor tissues, which completely abolish the HFD-enhanced ATP production and cancer growth. Our data clearly demonstrate that TLR4 is a master regulator for CRC growth under HFD by programming cancer metabolism.
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Affiliation(s)
- Xianjing Hu
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China
| | - Sarwat Fatima
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China
| | - Minting Chen
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China
| | - Keyang Xu
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China
| | - Chunhua Huang
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China
| | - Rui-Hong Gong
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China
| | - Tao Su
- International Institute for Translational Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, 510006, China
| | - Hoi Leong Xavier Wong
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China
| | - Zhaoxiang Bian
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China.
| | - Hiu Yee Kwan
- Centre for Cancer and Inflammation Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, China.
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Fleming CA, O’Connell EP, Kavanagh RG, O’Leary DP, Twomey M, Corrigan MA, Wang JH, Maher MM, O’Connor OJ, Redmond HP. Body Composition, Inflammation, and 5-Year Outcomes in Colon Cancer. JAMA Netw Open 2021; 4:e2115274. [PMID: 34459908 PMCID: PMC8406082 DOI: 10.1001/jamanetworkopen.2021.15274] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
IMPORTANCE Obesity, particularly visceral obesity and sarcopenia, are poor prognostic indicators in colon cancer. OBJECTIVES To explore the association between body composition profiles and 5-year colon cancer outcomes and delineate the associated underlying inflammatory processes. DESIGN, SETTING, AND PARTICIPANTS This multicenter translational cohort study included patients with nonmetastatic colon cancer who did not have underlying chronic inflammatory disorders and were not receiving anti-inflammatory drugs referred to tertiary cancer centers from 2009 to 2015. Preoperative acute phase proteins (white cell count, C-reactive protein, and albumin), cytokines (interleukin [IL]-1b, IL-2, IL-6, IL-10, interferon γ, and tumor necrosis factor α), vascular endothelial growth factor (VEGF), and cell surface receptor expression levels (CD11b and CD14) were measured. All patients underwent follow-up for at least 5 years. Data were analyzed in December 2020. EXPOSURE Nonmetastatic colon cancer. MAIN OUTCOMES AND MEASURES The associations of body composition profiles with 5-year cancer recurrence and disease-specific mortality were analyzed using Mantel Cox log-rank test and Kaplan-Meier curves. RESULTS A total of 28 patients were included (median [interquartile range] age, 67 [58-72] years; 22 [78.6%] men). Low skeletal muscle area (SMA) and high visceral to total fat ratio were associated with poor clinical and oncological outcomes, including increased 5-year recurrence (low SMA: hazard ratio [HR], 2.30 [95% CI, 1.41-2.89]; P = .04; high visceral to total fat ratio: HR, 5.78 [95% CI, 3.66-7.95]; P = .02). High visceral to total fat ratio was associated with increased 5-year disease-specific mortality (HR, 5.92 [95% CI, 4.04-8.00]; P = .02). Patients with low SMA who developed a cancer recurrence, compared with those who did not, had higher C-reactive protein (mean [SD], 31.24 [6.95] mg/dL vs 8.11 [0.58] mg/dL; P = .003), IL-6 (mean [SD], 1.93 [1.16] ng/mL vs 0.88 [0.14] ng/mL; P = .004), VEGF (mean [SD], 310.03 [122.66] ng/mL vs 176.12 [22.94] ng/mL; P = .007), and CD14 (mean [SD], 521.23 [302.02] ng/mL vs 322.07 [98.35] ng/mL; P = .03) expression and lower albumin (mean [SD], 3.8 [0.6] g/dL vs 43.50 [3.69] g/dL; P = .01), IL-2 (mean [SD], 0.45 [0.25] ng/mL vs 0.94 [0.43] ng/mL; P < .001), IL-10 (mean [SD], 8.15 [1.09] ng/mL vs 16.32 [4.43] ng/mL; P = .004), and interferon γ (mean [SD], 2.61 [1.36] ng/mL vs 14.87 [3.43] ng/mL; P = .02) levels. Patients with high visceral to total fat ratio who developed recurrence had higher levels of IL-6 (mean [SD], 5.26 [7.05] ng/mL vs 2.76 [3.11] ng/mL; P = .03) and tumor necrosis factor α (mean [SD], 5.74 [4.53] ng/mL vs 4.50 [1.99] ng/mL; P = .03). CONCLUSIONS AND RELEVANCE These findings suggest that low SMA and high visceral to total fat ratio were associated with worse colon cancer outcomes and with increased expression of proinflammatory cytokines and VEGF and inhibition of anti-inflammatory cytokines.
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Affiliation(s)
- Christina A. Fleming
- Surguvant Research Centre, Cork University Hospital, Cork, Ireland
- Department of Colorectal Surgery, Cork University Hospital, Cork, Ireland
| | - Emer P. O’Connell
- Surguvant Research Centre, Cork University Hospital, Cork, Ireland
- Department of Colorectal Surgery, Cork University Hospital, Cork, Ireland
| | | | - Donal P. O’Leary
- Surguvant Research Centre, Cork University Hospital, Cork, Ireland
| | - Maria Twomey
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Mark A. Corrigan
- Surguvant Research Centre, Cork University Hospital, Cork, Ireland
| | - Jiang H. Wang
- Surguvant Research Centre, Cork University Hospital, Cork, Ireland
| | - Michael M. Maher
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Owen J. O’Connor
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Henry P. Redmond
- Surguvant Research Centre, Cork University Hospital, Cork, Ireland
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Gu L, Zhang Y, Hong J, Xu B, Yang L, Yan K, Zhang J, Chen P, Zheng J, Lin J. Prognostic Value of Pretreatment Overweight/Obesity and Adipose Tissue Distribution in Resectable Gastric Cancer: A Retrospective Cohort Study. Front Oncol 2021; 11:680190. [PMID: 34249721 PMCID: PMC8264507 DOI: 10.3389/fonc.2021.680190] [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: 03/13/2021] [Accepted: 06/09/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND This is a study aimed at exploring the relationship between pretreatment overweight/obesity, adipose tissue distribution, and long-term prognosis of gastric cancer. METHODS A total of 607 gastric cancer patients were involved in the retrospective cohort study. Overweight/obese patients were defined as body mass index (BMI) greater than 25 kg/m2, and adipose tissue distribution parameters, including visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), and VAT/SAT ratio were measured at the level of the third lumbar vertebra using computerized tomography images within 15 days before the surgery. Multiple Cox regression models were applied to evaluate the association between overweight/obesity and disease-specific survival (DSS) of gastric cancer, and covariates including age, gender, T stage, N stage, and chemotherapy were adjusted. Furthermore, multiple Cox regression models were performed to evaluate the association between adipose tissue distribution parameters and DSS of gastric cancer; except for covariates mentioned above, overweight/obesity was adjusted additionally. RESULTS Overweight/obesity was a predictive factor (HR = 0.61, 95% CI: 0.37-0.99) for the prognosis of gastric cancer. After additionally adjusting for overweight/obesity, high SAT percentage was an independent protective factor (HR = 0.59, 95% CI: 0.36-0.96), while high VAT percentage (HR = 1.68, 95% CI: 1.06-2.68) and high VAT/SAT ratio (HR = 1.99, 95% CI: 1.19-3.34) were independent risk factors for DSS of gastric cancer. Compared with other patients (overweight/obesity with low VAT/SAT ratio group, non-overweight/obesity or high VAT/SAT ratio group), patients in the non-overweight/obesity with high VAT/SAT ratio group had a worse prognosis (HR = 1.89, 95% CI: 1.28-2.77). CONCLUSION These results suggest that overweight/obesity is a predictive factor for the prognosis of gastric cancer. The VAT/SAT ratio could be used as a promising prognostic factor for gastric cancer. Therefore, in preoperative evaluation of gastric cancer patients, attention should be paid not only to BMI but also to adipose tissue distribution.
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Affiliation(s)
- Lihu Gu
- Department of General Surgery, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | | | - Jiaze Hong
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Binbin Xu
- Department of Nutrition, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | | | - Kun Yan
- Department of Radiology, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Jingfeng Zhang
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China
- Department of Radiology, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Ping Chen
- Department of General Surgery, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Jianjun Zheng
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China
- Department of Radiology, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Jie Lin
- Department of Thoracic Surgery, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
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Nakano O, Kawai H, Kobayashi T, Kohisa J, Ikarashi S, Hayashi K, Yokoyama J, Terai S. Rapid decline in visceral adipose tissue over 1 month is associated with poor prognosis in patients with unresectable pancreatic cancer. Cancer Med 2021; 10:4291-4301. [PMID: 33993635 PMCID: PMC8267120 DOI: 10.1002/cam4.3964] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 04/12/2021] [Accepted: 04/15/2021] [Indexed: 01/06/2023] Open
Abstract
Background Involuntary weight loss related to cachexia is common in patients with advanced cancer, but the association between body composition changes and survival is still unclear in pancreatic cancer. Methods We retrospectively reviewed the clinical outcomes of 55 patients with advanced pancreatic cancer undergoing palliative therapy or best supportive care (BSC). The skeletal muscle index (SMI), visceral adipose tissue index (VATI), subcutaneous adipose tissue index (SATI), and visceral to subcutaneous adipose tissue area ratio (VSR) were calculated based on the cross‐sectional area on two sets of computed tomography images obtained at cancer diagnosis and 1 month later before treatment. The prognostic value of body composition indexes at diagnosis and the changes in those indexes over 1 month was then evaluated. Results In total, 45 patients (81.8%) received chemotherapy, chemoradiation, or radiation therapy, whereas the remaining patients underwent BSC. There were 27 patients (49.1%) who had low SMI at cancer diagnosis. Univariate analysis showed no significant associations between the baseline body composition indexes including SMI, VATI, SATI, and VSR and survival. Meanwhile, male sex (HR, 2.79; 95% CI, 1.16–6.71, p = 0.022) and higher decrease in VATI over 1 month (HR, 2.41; 95% CI, 1.13–5.13, p = 0.023) were identified as independent risk factors for mortality in multivariate analysis. Conclusion Rapid decline in VAT over 1 month is closely associated with poorer survival in unresectable advanced pancreatic cancer. A short‐term assessment of body composition changes may be a rational approach to predict prognosis in these patients.
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Affiliation(s)
- Oki Nakano
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Department of Internal Medicine, Nagaoka Chuo General Hospital, Nagaoka, Japan
| | - Hirokazu Kawai
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Department of Internal Medicine, Niigata Prefectural Shibata Hospital, Shibata, Japan
| | - Takamasa Kobayashi
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Department of Gastroenterology, Nagaoka Red Cross Hospital, Nagaoka, Japan
| | - Junji Kohisa
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Department of Gastroenterology, Nagaoka Red Cross Hospital, Nagaoka, Japan
| | - Satoshi Ikarashi
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Kazunao Hayashi
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Junji Yokoyama
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Shuji Terai
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
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Shyam S, Greenwood D, Mai CW, Tan SS, Mohd Yusof BN, Moy FM, Cade J. Traditional and Novel Adiposity Indicators and Pancreatic Cancer Risk: Findings from the UK Women's Cohort Study. Cancers (Basel) 2021; 13:1036. [PMID: 33801191 PMCID: PMC7957885 DOI: 10.3390/cancers13051036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 01/28/2021] [Accepted: 02/05/2021] [Indexed: 02/05/2023] Open
Abstract
(1) Background: We studied the association of both conventional (BMI, waist and hip circumference and waist-hip ratio) and novel (UK clothing sizes) obesity indices with pancreatic cancer risk in the UK women's cohort study (UKWCS). (2) Methods: The UKWCS recruited 35,792 women from England, Wales and Scotland from 1995 to 1998. Cancer diagnosis and death information were obtained from the National Health Service (NHS) Central Register. Cox's proportional hazards regression was used to evaluate the association between baseline obesity indicators and pancreatic cancer risk. (3) Results: This analysis included 35,364 participants with a median follow-up of 19.3 years. During the 654,566 person-years follow up, there were 136 incident pancreatic cancer cases. After adjustments for age, smoking, education and physical activity, each centimetre increase in hip circumference (HR: 1.03, 95% CI: 1.01-1.05, p = 0.009) and each size increase in skirt size (HR: 1.12, 95% CI: 1.02-1.23, p = 0.041) at baseline increased pancreatic cancer risk. Baseline BMI became a significant predictor of pancreatic cancer risk (HR: 1.04, 95% CI: 1.00-1.08, p = 0.050) when latent pancreatic cancer cases were removed. Only baseline hip circumference was associated with pancreatic cancer risk (HR: 1.03, 95% CI: 1.00-1.05, p = 0.017) when participants with diabetes at baseline were excluded to control for reverse causality. (4) Conclusion: Hip circumference and skirt size were significant predictors of pancreatic cancer risk in the primary analysis. Thus, hip circumference is useful to assess body shape relationships. Additionally, standard skirt sizes offer an economical and objective alternative to conventional obesity indices for evaluating pancreatic cancer risk in women.
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Affiliation(s)
- Sangeetha Shyam
- Division of Nutrition and Dietetics, School of Health Sciences, International Medical University (IMU), Kuala Lumpur 57000, Malaysia; (S.S.); (S.S.T.)
- Centre for Translational Research, IMU Institute for Research, Development and Innovation (IRDI), Kuala Lumpur 57000, Malaysia
| | - Darren Greenwood
- School of Medicine, University of Leeds, Leeds LS2 9LN, UK;
- Leeds Institute for Data Analytics, University of Leeds, Leeds LS2 9LN, UK
| | - Chun-Wai Mai
- Centre for Cancer and Stem Cells Research, Institute for Research, Development and Innovation (IRDI), International Medical University, Kuala Lumpur 57000, Malaysia;
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Seok Shin Tan
- Division of Nutrition and Dietetics, School of Health Sciences, International Medical University (IMU), Kuala Lumpur 57000, Malaysia; (S.S.); (S.S.T.)
| | - Barakatun Nisak Mohd Yusof
- Department of Nutrition and Dietetics, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia;
| | - Foong Ming Moy
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur 50603, Malaysia;
| | - Janet Cade
- Nutritional Epidemiology Group, School of Food Science and Nutrition, University of Leeds, Leeds LS2 9LN, UK
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Xiao J, Caan BJ, Cespedes Feliciano EM, Meyerhardt JA, Peng PD, Baracos VE, Lee VS, Ely S, Gologorsky RC, Weltzien E, Kroenke CH, Kwan ML, Alexeeff SE, Castillo AL, Prado CM. Association of Low Muscle Mass and Low Muscle Radiodensity With Morbidity and Mortality for Colon Cancer Surgery. JAMA Surg 2021; 155:942-949. [PMID: 32805015 DOI: 10.1001/jamasurg.2020.2497] [Citation(s) in RCA: 117] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Importance Given the risks of postoperative morbidity and its consequent economic burden and impairment to patients undergoing colon resection, evaluating risk factors associated with complications will allow risk stratification and the targeting of supportive interventions. Evaluation of muscle characteristics is an emerging area for improving preoperative risk stratification. Objective To examine the associations of muscle characteristics with postoperative complications, length of hospital stay (LOS), readmission, and mortality in patients with colon cancer. Design, Setting, and Participants This population-based retrospective cohort study was conducted among 1630 patients who received a diagnosis of stage I to III colon cancer from January 2006 to December 2011 at Kaiser Permanente Northern California, an integrated health care system. Preliminary data analysis started in 2017. Because major complication data were collected between 2018 and 2019, the final analysis using the current cohort was conducted between 2019 and 2020. Exposures Low skeletal muscle index (SMI) and/or low skeletal muscle radiodensity (SMD) levels were assessed using preoperative computerized tomography images. Main Outcomes and Measures Length of stay, any complication (≥1 predefined complications) or major complications (Clavien-Dindo classification score ≥3), 30-day mortality and readmission up to 30 days postdischarge, and overall mortality. Results The mean (SD) age at diagnosis was 64.0 (11.3) years and 906 (55.6%) were women. Patients with low SMI or low SMD were more likely to remain hospitalized 7 days or longer after surgery (odds ratio [OR], 1.33; 95% CI, 1.05-1.68; OR, 1.39; 95% CI, 1.05-1.84, respectively) and had higher risks of overall mortality (hazard ratio, 1.40; 95% CI, 1.13-1.74; hazard ratio, 1.44; 95% CI, 1.12-1.85, respectively). Additionally, patients with low SMI were more likely to have 1 or more postsurgical complications (OR, 1.31; 95% CI, 1.04-1.65) and had higher risk of 30-day mortality (OR, 4.85; 95% CI, 1.23-19.15). Low SMD was associated with higher odds of having major complications (OR, 2.41; 95% CI, 1.44-4.04). Conclusions and Relevance Low SMI and low SMD were associated with longer LOS, higher risk of postsurgical complications, and short-term and long-term mortality. Research should evaluate whether targeting potentially modifiable factors preoperatively, such as preserving muscle mass, could reverse the observed negative associations with postoperative outcomes.
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Affiliation(s)
- Jingjie Xiao
- Covenant Health Palliative Institute, Edmonton, Alberta, Canada.,Human Nutrition Research Unit, Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Bette J Caan
- Division of Research, Kaiser Permanente Northern California, Oakland
| | | | - Jeffrey A Meyerhardt
- Dana Farber Cancer Institute, Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts
| | - Peter D Peng
- Medical Center and Redwood City Medical Center, Kaiser Permanente Northern California, Oakland, California
| | - Vickie E Baracos
- Department of Oncology, University of Alberta Cross Cancer Institute, Edmonton, Alberta, Canada
| | - Valerie S Lee
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Sora Ely
- Department of Surgery, Oakland Medical Center, Kaiser Permanente Northern California, Oakland, California.,UCSF East Bay Surgery, Highland Hospital, Oakland, California
| | - Rebecca C Gologorsky
- Department of Surgery, Oakland Medical Center, Kaiser Permanente Northern California, Oakland, California.,UCSF East Bay Surgery, Highland Hospital, Oakland, California
| | - Erin Weltzien
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Candyce H Kroenke
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Marilyn L Kwan
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Stacey E Alexeeff
- Division of Research, Kaiser Permanente Northern California, Oakland
| | | | - Carla M Prado
- Human Nutrition Research Unit, Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
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Bader J, Carson M, Enos R, Velazquez K, Sougiannis A, Singh U, Becker W, Nagarkatti M, Fan D, Murphy A. High-fat diet-fed ovariectomized mice are susceptible to accelerated subcutaneous tumor growth potentially through adipose tissue inflammation, local insulin-like growth factor release, and tumor associated macrophages. Oncotarget 2020; 11:4554-4569. [PMID: 33346251 PMCID: PMC7733624 DOI: 10.18632/oncotarget.27832] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 11/03/2020] [Indexed: 12/20/2022] Open
Abstract
Background: The association between obesity and colorectal cancer (CRC) risk has been well established. This relationship appears to be more significant in men than in women, which may be attributable to sex hormones. However, controlled animal studies to substantiate these claims and the mechanisms involved are lacking. Materials and Methods: MC38 murine colon adenocarcinoma cells were injected subcutaneously into high-fat diet (HFD) fed male, female and ovariectomized (OVX) female C57BL/6 mice. Results: HFD increased tumor growth (main effect) that was consistent with metabolic perturbations (P < 0.01). HFD OVX mice exhibited the most significant tumor growth compared to HFD male and female mice (p < 0.05) and this was associated with increased subcutaneous adipose tissue (p < 0.05). Further, the subcutaneous adipose tissue depots within HFD OVX mice exhibited more severe macrophage associated inflammation compared to female (P < 0.01), but not male mice. Conditioned media from subcutaneous adipose tissue of HFD OVX contained higher IGF-1 levels compared to male (P < 0.01), but not female mice. Finally, HFD OVX mice had increased M2-like gene expression in their tumor-associated macrophages (TAMs) compared to female mice (P < 0.01). Conclusions: This work provides evidences suggesting adiposity, adipose specific IGF-1, macrophage associated adipose inflammation, and TAMs as potential mechanisms driving obesity-enhanced CRC in females lacking ovarian hormones.
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Affiliation(s)
- Jackie Bader
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Meredith Carson
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Reilly Enos
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Kandy Velazquez
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Alexander Sougiannis
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Udai Singh
- Department of Medicine, University of Virginia Health Systems, Charlottesville, VA 22908, USA
| | - William Becker
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Mitzi Nagarkatti
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Daping Fan
- Department of Cell Biology and Anatomy, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
| | - Angela Murphy
- Department of Pathology, Microbiology, & Immunology, School of Medicine, University of South Carolina, Columbia, SC 29209, USA
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Brown JC, Caan BJ, Prado CM, Cespedes Feliciano EM, Xiao J, Kroenke CH, Meyerhardt JA. The Association of Abdominal Adiposity With Mortality in Patients With Stage I-III Colorectal Cancer. J Natl Cancer Inst 2020; 112:377-383. [PMID: 31355882 DOI: 10.1093/jnci/djz150] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 06/20/2019] [Accepted: 10/10/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The quantity and distribution of adipose tissue may be prognostic measures of mortality in colorectal cancer patients, and such associations may vary by patient sex. METHODS This cohort included 3262 stage I-III colorectal cancer patients. Visceral and subcutaneous adipose tissues were quantified using computed tomography. The primary endpoint was all-cause mortality. Restricted cubic splines estimated statistical associations with two-sided P values. RESULTS Visceral adipose tissue was prognostic of mortality in a reverse L-shaped pattern (nonlinear P = .02); risk was flat to a threshold (∼260 cm2) then increased linearly. Subcutaneous adipose tissue was prognostic of mortality in a J-shaped pattern (nonlinear P < .001); risk was higher at extreme (<50 cm2) but lower at intermediate values (>50 to ≤560 cm2). Patient sex modified the prognostic associations between visceral adipose tissue (Pinteraction = .049) and subcutaneous adipose tissue (Pinteraction = .04) with mortality. Among men, visceral adiposity was associated with mortality in a J-shaped pattern (nonlinear P = .003), whereas among women, visceral adiposity was associated with mortality in a linear pattern (linear P = .008). Among men, subcutaneous adiposity was associated with mortality in an L-shaped pattern (nonlinear P = .01), whereas among women, subcutaneous adiposity was associated with mortality in a J-shaped pattern (nonlinear P < .001). CONCLUSIONS Visceral and subcutaneous adipose tissue were prognostic of mortality in patients with colorectal cancer; the shape of these associations were often nonlinear and varied by patient sex. These results offer insight into the potential biological mechanisms that link obesity with clinical outcomes in patients with cancer, suggesting that the dysregulated deposition of excess adiposity is prognostic of mortality.
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Affiliation(s)
- Justin C Brown
- Department of Population and Public Health Science, Pennington Biomedical Research Center, Baton Rouge.,Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans
| | - Bette J Caan
- Kaiser Permanente Northern California, Oakland, CA
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Minami S, Ihara S, Komuta K. Sarcopenia and Visceral Adiposity Are Not Independent Prognostic Markers for Extensive Disease of Small-Cell Lung Cancer: A Single-Centered Retrospective Cohort Study. World J Oncol 2020; 11:139-149. [PMID: 32849954 PMCID: PMC7430857 DOI: 10.14740/wjon1289] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 06/04/2020] [Indexed: 12/25/2022] Open
Abstract
Background Sarcopenia and visceral adiposity have been suggested to affect prognosis and treatment efficacy in various types of cancers. The aim of our study was to evaluate whether pretreatment sarcopenia and visceral adiposity are associated with prognosis in patients with extensive-disease small-cell lung cancer (ED-SCLC). Methods Between September 2007 and March 2018, 128 ED-SCLC patients received first-line and platinum-based chemotherapy at our hospital. Based on pretreatment body mass index (BMI), psoas muscle index (PMI), intramuscular adipose tissue content (IMAC) and visceral-to-subcutaneous fat ratio (VSR) at lumbar vertebra L3 level, we divided these patients into two groups, and then compared overall survival (OS) and progression-free survival (PFS). Adjusted by age, serum albumin, lactate dehydrogenase (LDH), clinical stage and performance status, we detected independent prognostic factors by multivariate Cox proportional hazard analyses. Results We did not find any significant differences in OS and PFS between two groups divided by BMI, PMI, IMAC and VSR. According to multivariate analyses, none of BMI, PMI, IMAC and VSR was an independent prognostic factor of OS and PFS. Conclusions Neither pretreatment sarcopenia nor visceral adiposity is a prognostic marker of patients with ED-SCLC treated with standard regimen of platinum-based chemotherapy.
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Affiliation(s)
- Seigo Minami
- Department of Respiratory Medicine, Osaka Police Hospital, 10-31 Kitayama-cho, Tennoji-ku, Osaka 543-0035, Japan.,Department of Respiratory Medicine, Daini Osaka Police Hospital, 2-6-40 Karasugatsuji, Tennoji-ku, Osaka 543-8922, Japan
| | - Shoichi Ihara
- Department of Respiratory Medicine, Osaka Police Hospital, 10-31 Kitayama-cho, Tennoji-ku, Osaka 543-0035, Japan.,Department of Respiratory Medicine, Daini Osaka Police Hospital, 2-6-40 Karasugatsuji, Tennoji-ku, Osaka 543-8922, Japan
| | - Kiyoshi Komuta
- Department of Respiratory Medicine, Daini Osaka Police Hospital, 2-6-40 Karasugatsuji, Tennoji-ku, Osaka 543-8922, Japan
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50
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Boutin RD, Katz JR, Chaudhari AJ, Yabes JG, Hirschbein JS, Nakache YP, Seibert JA, Lamba R, Fananapazir G, Canter RJ, Lenchik L. Association of adipose tissue and skeletal muscle metrics with overall survival and postoperative complications in soft tissue sarcoma patients: an opportunistic study using computed tomography. Quant Imaging Med Surg 2020; 10:1580-1589. [PMID: 32742953 DOI: 10.21037/qims.2020.02.09] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Background To determine the relationship between adipose tissue and skeletal muscle measurements on computed tomography (CT) and overall survival and major postoperative complications in patients with soft-tissue sarcoma (STS). Methods The retrospective study included 137 STS patients (75 men, 62 women; mean age, 53 years, SD 17.7; mean BMI, 28.5, SD 6.6) who had abdominal CT exams. On a single CT image, at the L4 pedicle level, measurements of visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), and skeletal muscle area and attenuation were obtained using clinical PACS and specialized segmentation software. Clinical information was recorded, including STS characteristics (size, depth, grade, stage, and site), overall survival, and postoperative complications. The relationships between CT metrics and survival were analyzed using Cox proportional hazard models and those between CT metrics and postoperative complications using logistic regression models. Results There were 33 deaths and 41 major postoperative complications. Measured on clinical PACS, the psoas area (P=0.003), psoas index (P=0.006), psoas attenuation (P=0.011), and total muscle attenuation (P=0.023) were associated with overall survival. Using specialized software, psoas attenuation was also associated with overall survival (P=0.018). Adipose tissue metrics were not associated with survival or postoperative complications. Conclusions In STS patients, CT-derived muscle size and attenuation are associated with overall survival. These prognostic biomarkers can be obtained using specialized segmentation software or routine clinical PACS.
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Affiliation(s)
- Robert D Boutin
- Department of Radiology, Stanford University Medical Center, Stanford, CA, USA
| | | | - Abhijit J Chaudhari
- Department of Radiology, University of California, Davis, School of Medicine, Sacramento, CA, USA
| | - Jonathan G Yabes
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Yves-Paul Nakache
- Department of Internal Medicine, Santa Clara Valley Medical Center, San Jose, CA, USA
| | - J Anthony Seibert
- Department of Radiology, University of California, Davis, School of Medicine, Sacramento, CA, USA
| | - Ramit Lamba
- Department of Radiology, University of California, Davis, School of Medicine, Sacramento, CA, USA
| | - Ghaneh Fananapazir
- Department of Radiology, University of California, Davis, School of Medicine, Sacramento, CA, USA
| | - Robert J Canter
- Department of Surgery, University of California, Davis, School of Medicine, Sacramento, CA, USA
| | - Leon Lenchik
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
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