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Yıldız Potter İ, Velasquez-Hammerle MV, Nazarian A, Vaziri A. Deep Learning-Based Body Composition Analysis for Cancer Patients Using Computed Tomographic Imaging. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024:10.1007/s10278-024-01373-7. [PMID: 39663321 DOI: 10.1007/s10278-024-01373-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 11/25/2024] [Accepted: 12/03/2024] [Indexed: 12/13/2024]
Abstract
Malnutrition is a commonly observed side effect in cancer patients, with a 30-85% worldwide prevalence in this population. Existing malnutrition screening tools miss ~ 20% of at-risk patients at initial screening and do not capture the abnormal body composition phenotype. Meanwhile, the gold-standard clinical criteria to diagnose malnutrition use changes in body composition as key parameters, particularly body fat and skeletal muscle mass loss. Diagnostic imaging, such as computed tomography (CT), is the gold-standard in analyzing body composition and typically accessible to cancer patients as part of the standard of care. In this study, we developed a deep learning-based body composition analysis approach over a diverse dataset of 200 abdominal/pelvic CT scans from cancer patients. The proposed approach segments adipose tissue and skeletal muscle using Swin UNEt TRansformers (Swin UNETR) at the third lumbar vertebrae (L3) level and automatically localizes L3 before segmentation. The proposed approach involves the first transformer-based deep learning model for body composition analysis and heatmap regression-based vertebra localization in cancer patients. Swin UNETR attained 0.92 Dice score in adipose tissue and 0.87 Dice score in skeletal muscle segmentation, significantly outperforming convolutional benchmarks including the 2D U-Net by 2-12% Dice score (p-values < 0.033). Moreover, Swin UNETR predictions showed high agreement with ground-truth areas of skeletal muscle and adipose tissue by 0.7-0.93 R2, highlighting its potential for accurate body composition analysis. We have presented an accurate body composition analysis based on CT imaging, which can enable the early detection of malnutrition in cancer patients and support timely interventions.
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Affiliation(s)
| | - Maria Virginia Velasquez-Hammerle
- Carl J. Shapiro Department of Orthopedic Surgery, Beth Israel Deaconess Medical Center (BIDMC) and Harvard Medical School, 330 Brookline Avenue, Stoneman 10, Boston, MA, 02215, USA
- Musculoskeletal Translational Innovation Initiative, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Avenue RN123, Boston, MA, 02215, USA
| | - Ara Nazarian
- Carl J. Shapiro Department of Orthopedic Surgery, Beth Israel Deaconess Medical Center (BIDMC) and Harvard Medical School, 330 Brookline Avenue, Stoneman 10, Boston, MA, 02215, USA
- Musculoskeletal Translational Innovation Initiative, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Avenue RN123, Boston, MA, 02215, USA
- Department of Orthopaedics Surgery, Yerevan State University, Yerevan, Armenia
| | - Ashkan Vaziri
- BioSensics, LLC, 57 Chapel Street, Newton, MA, 02458, USA
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Zhang G, Hu F, Huang T, Ma X, Cheng Y, Liu X, Jiang W, Dong B, Fu C. The recent development, application, and future prospects of muscle atrophy animal models. MEDCOMM – FUTURE MEDICINE 2024; 3. [DOI: 10.1002/mef2.70008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 12/01/2024] [Indexed: 01/06/2025]
Abstract
AbstractMuscle atrophy, characterized by the loss of muscle mass and function, is a hallmark of sarcopenia and cachexia, frequently associated with aging, malignant tumors, chronic heart failure, and malnutrition. Moreover, it poses significant challenges to human health, leading to increased frailty, reduced quality of life, and heightened mortality risks. Despite extensive research on sarcopenia and cachexia, consensus in their assessment remains elusive, with inconsistent conclusions regarding their molecular mechanisms. Muscle atrophy models are crucial tools for advancing research in this field. Currently, animal models of muscle atrophy used for clinical and basic scientific studies are induced through various methods, including aging, genetic editing, nutritional modification, exercise, chronic wasting diseases, and drug administration. Muscle atrophy models also include in vitro and small organism models. Despite their value, each of these models has certain limitations. This review focuses on the limitations and diverse applications of muscle atrophy models to understand sarcopenia and cachexia, and encourage their rational use in future research, therefore deepening the understanding of underlying pathophysiological mechanisms, and ultimately advancing the exploration of therapeutic strategies for sarcopenia and cachexia.
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Affiliation(s)
- Gongchang Zhang
- Geriatric Health Care and Medical Research Center West China Hospital, Sichuan University Chengdu Sichuan Province China
- National Clinical Research Center for Geriatrics West China Hospital, Sichuan University Chengdu Sichuan Province China
| | - Fengjuan Hu
- Geriatric Health Care and Medical Research Center West China Hospital, Sichuan University Chengdu Sichuan Province China
- National Clinical Research Center for Geriatrics West China Hospital, Sichuan University Chengdu Sichuan Province China
| | - Tingting Huang
- National Clinical Research Center for Geriatrics West China Hospital, Sichuan University Chengdu Sichuan Province China
| | - Xiaoqing Ma
- Longkou People Hospital Longkou Shandong Province China
| | - Ying Cheng
- Geriatric Health Care and Medical Research Center West China Hospital, Sichuan University Chengdu Sichuan Province China
- National Clinical Research Center for Geriatrics West China Hospital, Sichuan University Chengdu Sichuan Province China
| | - Xiaolei Liu
- Geriatric Health Care and Medical Research Center West China Hospital, Sichuan University Chengdu Sichuan Province China
- National Clinical Research Center for Geriatrics West China Hospital, Sichuan University Chengdu Sichuan Province China
| | - Wenzhou Jiang
- Longkou People Hospital Longkou Shandong Province China
| | - Birong Dong
- Geriatric Health Care and Medical Research Center West China Hospital, Sichuan University Chengdu Sichuan Province China
- National Clinical Research Center for Geriatrics West China Hospital, Sichuan University Chengdu Sichuan Province China
| | - Chenying Fu
- Geriatric Health Care and Medical Research Center West China Hospital, Sichuan University Chengdu Sichuan Province China
- National Clinical Research Center for Geriatrics West China Hospital, Sichuan University Chengdu Sichuan Province China
- Department of Laboratory of Aging and Geriatric Medicine National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University Chengdu Sichuan Province China
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Wen D, Pu Q, Peng P, Yue X, Ming Y, Yang H, Yang J, Zhang X, Liu H, Yang L, Sun J. Comparison of virtual and true non-contrast images from dual-layer spectral detector computed tomography (CT) in patients with colorectal cancer. Quant Imaging Med Surg 2024; 14:6260-6272. [PMID: 39281124 PMCID: PMC11400675 DOI: 10.21037/qims-24-535] [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: 03/16/2024] [Accepted: 08/05/2024] [Indexed: 09/18/2024]
Abstract
Background Colorectal cancer (CRC) is commonly assessed by computed tomography (CT), but the associated radiation exposure is a major concern. This study aimed to quantitatively and qualitatively compare the image quality of virtual non-contrast (VNC) images reconstructed from arterial and portal venous phases with that of true non-contrast (TNC) images in patients with CRC to assess the potential of TNC images to replace VNC images, thereby reducing the radiation dose. Methods A total of 69 patients with postoperative pathologically confirmed CRC at the West China Hospital of Sichuan University between May 2022 and April 2023 were enrolled in this cross-sectional study. The CT protocol included the acquisition of TNC images, arterial and portal venous phase images; the VNC images were reconstructed from the two postcontrast phase images. Several parameters, including the CT attenuation value, absolute attenuation error, imaging noise [standard deviation (SD)], signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR), were measured in multiple abdominal structures for both the TNC and VNC images. Two blinded readers assessed the subjective image quality using a five-point scale. Interobserver agreement was evaluated using interclass correlation coefficients (ICCs). The paired t-test and Wilcoxon signed-rank test were used to compare the objective and subjective results between the TNC and VNC images. Individual measurements of radiation doses for the TNC scan and contrast scan protocols were recorded. Results A total of 2,070 regions of interest (ROIs) of the 69 patients were analyzed. Overall, the VNC images exhibited significantly lower attenuation values and SD values than the TNC images in all tissues, except for the abdominal aorta, portal vein, and spleen. The mean absolute attenuation errors between the VNC and TNC images were all less than 10 Hounsfield units (HU). The percentages of absolute attenuation errors less than 5 and 10 HU in the VNC images from the arterial phase (VNCa) were 78.99% and 97.97%, respectively, while those from the portal venous phase (VNCp) were 81.59% and 96.96%, respectively. The absolute attenuation errors between the TNC and VNCa images were smaller than those between the TNC and VNCp images for tumors [VNCaerror: 2.77, interquartile range (IQR) 1.77-4.22; VNCperror: 3.27, IQR 2.68-4.30; P=0.002]. The SNR values and CNR values in the VNC images were significantly higher than those in the TNC images for all tissues, except for the portal vein and spleen. The image quality was rated as excellent (represented by a score of 5) in the majority of the TNC and VNC images; however, the VNC images scored lower than the TNC images. Eliminating the TNC phase resulted in a reduction of approximately 37.99% in the effective dose (ED). Conclusions The VNC images provided accurate CT attenuation, good image quality, and lower radiation doses than the TNC images in CRC, and the VNCa images showed minimal differences in the CT attenuation of the tumors.
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Affiliation(s)
- Deying Wen
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Qian Pu
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Pengfei Peng
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Xun Yue
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
- Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Yue Ming
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Huiyi Yang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Jianyang Yang
- Division of Gastrointestinal Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaodi Zhang
- Clinical Science, Philips Healthcare, Chengdu, China
| | - Haiwei Liu
- Advanced Clinical Application, Philips Healthcare, Beijing, China
| | - Lie Yang
- Division of Gastrointestinal Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Jiayu Sun
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
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Bai LN, Zhang LX. Effectiveness of magnetic resonance imaging and spiral computed tomography in the staging and treatment prognosis of colorectal cancer. World J Gastrointest Surg 2024; 16:2135-2144. [PMID: 39087125 PMCID: PMC11287686 DOI: 10.4240/wjgs.v16.i7.2135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/11/2024] [Accepted: 06/04/2024] [Indexed: 07/22/2024] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is a prevalent cancer type in clinical settings; its early signs can be difficult to detect, which often results in late-stage diagnoses in many patients. The early detection and diagnosis of CRC are crucial for improving treatment success and patient survival rates. Recently, imaging techniques have been hypothesized to be essential in managing CRC, with magnetic resonance imaging (MRI) and spiral computed tomography (SCT) playing a significant role in enhancing diagnostic and treatment approaches. AIM To explore the effectiveness of MRI and SCT in the preoperative staging of CRC and the prognosis of laparoscopic treatment. METHODS Ninety-five individuals admitted to Zhongshan Hospital Xiamen University underwent MRI and SCT and were diagnosed with CRC. The precision of MRI and SCT for the presurgical classification of CRC was assessed, and pathological staging was used as a reference. Receiver operating characteristic curves were used to evaluate the diagnostic efficacy of blood volume, blood flow, time to peak, permeability surface, blood reflux constant, volume transfer constant, and extracellular extravascular space volume fraction on the prognosis of patients with CRC. RESULTS Pathological biopsies confirmed the following CRC stages: 23, 23, 32, and 17 at T1, T2, T3, and T4, respectively. There were 39 cases at the N0 stage, 22 at N1, 34 at N2, 44 at M0 stage, and 51 at M1. Using pathological findings as the benchmark, the combined use of MRI and SCT for preoperative TNM staging in patients with CRC demonstrated superior sensitivity, specificity, and accuracy compared with either modality alone, with a statistically significant difference in accuracy (P < 0.05). Receiver operating characteristic curve analysis revealed the predictive values for laparoscopic treatment prognosis, as indicated by the areas under the curve for blood volume, blood flow, time to peak, and permeability surface, blood reflux constant, volume transfer constant, and extracellular extravascular space volume fraction were 0.750, 0.683, 0.772, 0.761, 0.709, 0.719, and 0.910, respectively. The corresponding sensitivity and specificity values were also obtained (P < 0.05). CONCLUSION MRI with SCT is effective in the clinical diagnosis of patients with CRC and is worthy of clinical promotion.
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Affiliation(s)
- Lu-Na Bai
- Department of Radiology, Zhongshan Hospital Xiamen University, Xiamen 361004, Fujian Province, China
| | - Lu-Xian Zhang
- Department of Radiology, Zhongshan Hospital Xiamen University, Xiamen 361004, Fujian Province, China
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Phillips ME, Robertson MD, Bennett-Eastley K, Rowe L, Frampton AE, Hart KH. Standard Nutritional Assessment Tools Are Unable to Predict Loss of Muscle Mass in Patients Due to Undergo Pancreatico-Duodenectomy: Highlighting the Need for Detailed Nutritional Assessment. Nutrients 2024; 16:1269. [PMID: 38732516 PMCID: PMC11085118 DOI: 10.3390/nu16091269] [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: 03/30/2024] [Revised: 04/15/2024] [Accepted: 04/17/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND AND METHODS Pancreatico-duodenectomy (PD) carries significant morbidity and mortality, with very few modifiable risk factors. Radiological evidence of sarcopenia is associated with poor outcomes. This retrospective study aimed to analyse the relationship between easy-to-use bedside nutritional assessment techniques and radiological markers of muscle loss to identify those patients most likely to benefit from prehabilitation. RESULTS Data were available in 184 consecutive patients undergoing PD. Malnutrition was present in 33-71%, and 48% had a high visceral fat-to-skeletal muscle ratio, suggestive of sarcopenic obesity (SO). Surgical risk was higher in patients with obesity (OR 1.07, 95%CI 1.01-1.14, p = 0.031), and length of stay was 5 days longer in those with SO (p = 0.006). There was no correlation between skeletal muscle and malnutrition using percentage weight loss or the malnutrition universal screening tool (MUST), but a weak correlation between the highest hand grip strength (HGS; 0.468, p < 0.001) and the Global Leadership in Malnutrition (GLIM) criteria (-0.379, p < 0.001). CONCLUSIONS Nutritional assessment tools give widely variable results. Further research is needed to identify patients at significant nutritional risk prior to PD. In the meantime, those with malnutrition (according to the GLIM criteria), obesity or low HGS should be referred to prehabilitation.
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Affiliation(s)
- Mary E. Phillips
- Department of Nutrition and Dietetics, Royal Surrey NHS Foundation Trust, Guildford GU2 7XX, UK
- Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK
| | - M. Denise Robertson
- Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK
| | - Kate Bennett-Eastley
- Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK
| | - Lily Rowe
- Department of Nutrition and Dietetics, Royal Surrey NHS Foundation Trust, Guildford GU2 7XX, UK
| | - Adam E. Frampton
- Department of Nutrition and Dietetics, Royal Surrey NHS Foundation Trust, Guildford GU2 7XX, UK
- HPB Surgical Unit, Royal Surrey NHS Foundation Trust, Guildford GU2 7XX, UK
- Section of Oncology, Department of Clinical and Experimental Medicine, FHMS, University of Surrey, Guildford GU2 7XH, UK
| | - Kathryn H. Hart
- Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK
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Wobith M, Lurz M, Weimann A. Malnutrition Screening with Nutritional Risk Screening 2002 prior to Assessment as Part of GLIM Criteria in Patients Undergoing Major Abdominal Surgery for Gastrointestinal Cancer. ANNALS OF NUTRITION & METABOLISM 2024; 80:268-275. [PMID: 38583432 DOI: 10.1159/000538338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/03/2024] [Indexed: 04/09/2024]
Abstract
INTRODUCTION For diagnosing malnutrition as an important modifiable risk factor in surgical cancer patients, GLIM criteria offer a standardised diagnostic pathway. Before assessing malnutrition, it is suggested to screen for malnutrition with an implemented screening tool, i.e., the NRS-2002. Validated data regarding the applied screening tool and its relevance for predicting outcome parameters in surgical patients is sparse. METHODS 260 patients undergoing major abdominal surgery for cancer were retrospectively analysed. Between January 2017 and December 2019, patients were prospectively screened for malnutrition with the Nutritional Risk Score 2002 (NRS). Irrespective of their screening result malnutrition was assessed with GLIM criteria using CT scan at lumbar level 3 for measuring skeletal muscle mass (GLIM MMCT). Patients with negative screening results (NRS ≤2) were analysed regarding their malnutrition assessment and outcome parameters. RESULTS Thirty four of 67 patients with NRS ≤2, posing no risk for malnutrition, were diagnosed malnourished according to GLIM MMCT (n = 34, 50.7%). 19 patients (55.9%) with NRS ≤2 and malnutrition according to GLIM had at least one complication, 12 patients (35.3%) had a severe complication (Clavien-Dindo grade ≥ 3a), in 26.5% re-laparotomy was necessary, readmission within 1 month in 20.6% of patients, and length of hospital stay was 18.76 ± 12.66, which was in total worse in outcome compared to the whole study group (n = 260). Patients with NRS ≤2 but diagnosed malnourished by GLIM were at significant higher risk to develop a severe complication (OR 2.256, 95% CI: 1.038-4.9095, p = 0.036) compared to patients with NRS ≤2 but not being diagnosed malnourished. The risk for overall complications was significantly increased in patients with malnutrition diagnosed by the GLIM criteria using MMCT (OR 2.028, 95% CI: 1.188-3.463, p = 0.009). Patients screened at risk with NRS ≥3 and diagnosed malnourished by GLIM were also at significant higher risk for developing complications (OR 1.728, 95% CI: 1.054-2.832, p = 0.029). CONCLUSION GLIM MMCT is suitable for diagnosing malnutrition and estimating postoperative risk in gastrointestinal cancer patients. Nutritional assessment only in patients with NRS >2 may bear the risk to miss malnourished patients with high risk for poor clinical outcome. In every patient undergoing major cancer surgery, regular assessment of nutritional status regardless of screening result should be performed exploiting CT body composition analysis.
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Affiliation(s)
- Maria Wobith
- Department for General, Visceral, and Oncological Surgery, Klinikum St. Georg, Leipzig, Germany
| | - Markus Lurz
- Department for Radiology, Klinikum St. Georg, Leipzig, Germany
| | - Arved Weimann
- Department for General, Visceral, and Oncological Surgery, Klinikum St. Georg, Leipzig, Germany
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Wu J, Chi H, Kok S, Chua JM, Huang XX, Zhang S, Mah S, Foo LX, Peh HY, Lee HB, Tay P, Tong C, Ladlad J, Tan CH, Khoo N, Aw D, Chong CX, Ho LM, Sivarajah SS, Ng J, Tan WJ, Foo FJ, Teh BT, Koh FH. Multimodal prerehabilitation for elderly patients with sarcopenia in colorectal surgery. Ann Coloproctol 2024; 40:3-12. [PMID: 37004990 PMCID: PMC10915526 DOI: 10.3393/ac.2022.01207.0172] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 01/14/2023] [Accepted: 01/16/2023] [Indexed: 04/04/2023] Open
Abstract
Sarcopenia, which is characterized by progressive and generalized loss of skeletal muscle mass and strength, has been well described to be associated with numerous poor postoperative outcomes, such as increased perioperative mortality, postoperative sepsis, prolonged length of stay, increased cost of care, decreased functional outcome, and poorer oncological outcomes in cancer surgery. Multimodal prehabilitation, as a concept that involves boosting and optimizing the preoperative condition of a patient prior to the upcoming stressors of a surgical procedure, has the purported benefits of reversing the effects of sarcopenia, shortening hospitalization, improving the rate of return to bowel activity, reducing the costs of hospitalization, and improving quality of life. This review aims to present the current literature surrounding the concept of sarcopenia, its implications pertaining to colorectal cancer and surgery, a summary of studied multimodal prehabilitation interventions, and potential future advances in the management of sarcopenia.
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Affiliation(s)
- Jingting Wu
- Division of Surgery, Sengkang General Hospital, Singapore
| | - Hannah Chi
- Division of Surgery, Sengkang General Hospital, Singapore
| | - Shawn Kok
- Department of Radiology, Sengkang General Hospital, Singapore
| | - Jason M.W. Chua
- Institute of Molecular and Cell Biology, Agency for Science Technology and Research, Singapore
| | - Xi-Xiao Huang
- Institute of Molecular and Cell Biology, Agency for Science Technology and Research, Singapore
| | - Shipin Zhang
- Duke-NUS Graduate Medical School, National Cancer Centre Singapore, Singapore
| | - Shimin Mah
- Department of Physiotherapy, Sengkang General Hospital, Singapore
| | - Li-Xin Foo
- Department of Physiotherapy, Sengkang General Hospital, Singapore
| | - Hui-Yee Peh
- Department of Dietetics, Sengkang General Hospital, Singapore
| | - Hui-Bing Lee
- Department of Dietetics, Sengkang General Hospital, Singapore
| | - Phoebe Tay
- Department of Dietetics, Sengkang General Hospital, Singapore
| | - Cherie Tong
- Department of Dietetics, Sengkang General Hospital, Singapore
| | - Jasmine Ladlad
- Division of Surgery, Sengkang General Hospital, Singapore
| | | | | | - Darius Aw
- Division of Surgery, Sengkang General Hospital, Singapore
| | | | | | | | - Jialin Ng
- Division of Surgery, Sengkang General Hospital, Singapore
| | | | - Fung-Joon Foo
- Division of Surgery, Sengkang General Hospital, Singapore
| | - Bin-Tean Teh
- Duke-NUS Graduate Medical School, National Cancer Centre Singapore, Singapore
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Blackwell JEM, Herrod PJJ, Doleman B, Boyd-Carson H, Dolan D, Wheldon L, Brown SR, Banerjea A, Moug S, Lund JN. CT-derived measures of muscle quantity and quality predict poorer outcomes from elective colorectal surgery: a UK multicentre retrospective cohort study. Tech Coloproctol 2023; 27:1091-1098. [PMID: 37133735 PMCID: PMC10562328 DOI: 10.1007/s10151-023-02769-3] [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: 10/25/2022] [Accepted: 02/04/2023] [Indexed: 05/04/2023]
Abstract
PURPOSE To assess whether preoperative radiologically defined lean muscle measures are associated with adverse clinical outcomes in patients undergoing elective surgery for colorectal cancer. METHODS This retrospective UK-based multicentre data collection study identified patients having had colorectal cancer resection with curative intent between January 2013 to December 2016. Preoperative computed-tomography (CT) scans were used to measure psoas muscle characteristics. Clinical records provided postoperative morbidity and mortality data. RESULTS This study included 1122 patients. The cohort was separated into a combined group (patients with both sarcopenia and myosteatosis) and others group (either sarcopenia or myosteatosis, or neither). For the combined group, anastomotic leak was predicted on univariate (OR 4.1, 95% CI 1.43-11.79; p = 0.009) and multivariate analysis (OR 4.37, 95% CI 1.41-13.53; p = 0.01). Also for the combined group, mortality (up to 5 years postoperatively) was predicted on univariate (HR 2.41, 95% CI 1.64-3.52; p < 0.001) and multivariate analysis (HR 1.93, 95% CI 1.28-2.89; p = 0.002). A strong correlation exists between freehand-drawn region of interest-derived psoas density measurement and using the ellipse tool (R2 = 81%; p < 0.001). CONCLUSION Measures of lean muscle quality and quantity, which predict important clinical outcomes, can be quickly and easily taken from routine preoperative imaging in patients being considered for colorectal cancer surgery. As poor muscle mass and quality are again shown to predict poorer clinical outcomes, these should be proactively targeted within prehabilitation, perioperative and rehabilitation phases to minimise negative impact of these pathological states.
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Affiliation(s)
- J E M Blackwell
- Royal Derby Hospital, Derby, England, UK.
- Queens Medical Centre, Nottingham, England, UK.
| | - P J J Herrod
- Royal Derby Hospital, Derby, England, UK
- University of Nottingham, Nottingham, England, UK
| | - B Doleman
- Royal Derby Hospital, Derby, England, UK
- University of Nottingham, Nottingham, England, UK
| | | | - D Dolan
- Royal Alexandra Hospital, Paisley, Scotland, UK
- University of Glasgow, Glasgow, Scotland, UK
| | - L Wheldon
- The Northern General Hospital, Sheffield, England, UK
- University of Sheffield, Sheffield, England, UK
| | - S R Brown
- The Northern General Hospital, Sheffield, England, UK
- University of Sheffield, Sheffield, England, UK
| | - A Banerjea
- Queens Medical Centre, Nottingham, England, UK
- University of Nottingham, Nottingham, England, UK
| | - S Moug
- Royal Alexandra Hospital, Paisley, Scotland, UK
- University of Glasgow, Glasgow, Scotland, UK
| | - J N Lund
- Royal Derby Hospital, Derby, England, UK
- University of Nottingham, Nottingham, England, UK
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Noorian S, Kwaan MR, Jaffe N, Yaceczko SD, Chau LW. Perioperative nutrition for gastrointestinal surgery: On the cutting edge. Nutr Clin Pract 2023; 38:539-556. [PMID: 36847684 DOI: 10.1002/ncp.10970] [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: 07/05/2022] [Revised: 01/16/2023] [Accepted: 01/28/2023] [Indexed: 03/01/2023] Open
Abstract
Evidence on perioperative nutrition interventions in gastrointestinal surgery is rapidly evolving. We conducted a narrative review of various aspects of nutrition support, including formula choice and route of administration, as well as duration and timing of nutrition support therapy. Studies have demonstrated that nutrition support is associated with improved clinical outcomes in malnourished patients and those at nutrition risk, emphasizing the importance of nutrition assessment, for which several validated nutrition risk assessment tools exist. The assessment of serum albumin levels has fallen out of favor, as it is an unreliable marker of nutrition status, whereas imaging evidence of sarcopenia has prognostic value and may emerge as a standard component of nutrition assessment. Preoperatively, evidence supports limiting fasting to reduce insulin resistance and improve oral tolerance. Benefits to preoperative carbohydrate loading remain unclear, whereas literature suggests preoperative parenteral nutrition (PN) may reduce postoperative complications in high-risk patients with malnutrition or sarcopenia. Postoperatively, early oral feeding is safe with benefits in time to return of bowel function and reduced hospital stay. There is a signal for potential benefit to early postoperative PN in critically ill patients, though evidence is sparse. There has also been a recent emergence in randomized studies evaluating the use of ω-3 fatty acids, amino acids, and immunonutrition. Meta-analyses have reported favorable outcomes for these supplements, though individual studies are small and with significant methodological limitations and risk of bias, emphasizing the need for high-quality randomized studies to guide clinical practice.
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Affiliation(s)
- Shaya Noorian
- UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Mary R Kwaan
- UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Nancee Jaffe
- UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | | | - Lydia W Chau
- UCLA David Geffen School of Medicine, Los Angeles, California, USA
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Yamamoto M, Ozawa S, Koyanagi K, Kazuno A, Ninomiya Y, Yatabe K, Higuchi T, Kanamori K, Tajima K. Usefulness of skeletal muscle measurement by computed tomography in patients with esophageal cancer: changes in skeletal muscle mass due to neoadjuvant therapy and the effect on the prognosis. Surg Today 2023; 53:692-701. [PMID: 36763134 DOI: 10.1007/s00595-023-02657-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 09/21/2022] [Indexed: 02/11/2023]
Abstract
PURPOSE This analysis was performed to clarify the usefulness of skeletal muscle measurements using computed tomography (CT) in patients with esophageal cancer and the effect of treatment-induced changes in the skeletal muscle mass on the prognosis. METHODS Ninety-seven male patients who underwent thoracoscopic esophagectomy for esophageal squamous cell carcinoma were included in the study. The preoperative CT images were analyzed retrospectively. RESULTS In a survival analysis performed according to the preoperative data of skeletal muscle, the low-skeletal muscle index (l-SMI) group had a poorer outcome than the normal skeletal muscle index (n-SMI) group in terms of both the overall survival (OS) and the relapse-free survival (RFS) (OS: P < 0.01, RFS: P = 0.01). In the multivariate analysis for the OS, preoperative l-SMI was an independent predictor (hazard ratio: 3.68, 95% confidence interval 1.32-10.2, P = 0.01). In patients who underwent neoadjuvant therapy (NAT), the SMI was significantly reduced after NAT (P < 0.01). The preoperative skeletal muscle area on CT was strongly correlated with the results of a bioelectrical impedance analysis (BIA) (ρ = 0.77, P < 0.01). CONCLUSIONS A decreased preoperative skeletal muscle mass was associated with a poor outcome. In patients who underwent NAT, the SMI was significantly reduced after NAT. An analysis of the skeletal muscle mass using CT images was found to be useful for providing data that corresponded with BIA data.
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Affiliation(s)
- Miho Yamamoto
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Soji Ozawa
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan.
| | - Kazuo Koyanagi
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Akihito Kazuno
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Yamato Ninomiya
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Kentaro Yatabe
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Tadashi Higuchi
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Kohei Kanamori
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Kohei Tajima
- Department of Gastroenterological Surgery, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
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Nunes GD, Cardenas LZ, Miola TM, Souza JDO, Carniatto LN, Bitencourt AGV. Preoperative evaluation of sarcopenia in patients with colorectal cancer: a prospective study. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2023; 69:222-227. [PMID: 36790231 PMCID: PMC9983475 DOI: 10.1590/1806-9282.20220339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 10/30/2022] [Indexed: 02/12/2023]
Abstract
OBJECTIVE Colorectal cancer is the third most diagnosed malignant neoplasm in the world and the fourth leading cause of cancer mortality. The loss of muscle mass in oncological patients is the main aspect of cancer-related malnutrition. Associations between sarcopenia and poor outcomes, such as high postoperative mortality, chemotherapy toxicity, and reduced survival, have been recently described. The aim of this study was to prospectively assess the prevalence of preoperative sarcopenia in patients with colorectal cancer using validated methods to evaluate muscle strength, muscle mass, and physical performance. METHODOLOGY This study included patients with colorectal cancer undergoing oncological staging at a Cancer Center in Brazil from May 2019 to March 2020 who had images from abdominal computed tomography available for analysis of body composition. The muscle strength test, physical performance, referred fatigue, and clinical and nutritional data were evaluated. RESULTS A total of 31 patients were included, and most were diagnosed with colon cancer (77.4%) and clinical stage II in 41.9% of cases. The prevalence of probable sarcopenia was 22.6%; of these patients, sarcopenia was confirmed in 19.4%, and ultimately, 9.7% of the sample was classified as severe sarcopenia. We did not find a significant association between the presence of sarcopenia in our sample and age, sex, tumor staging, nutritional characteristics, referred patient fatigue, or postoperative complications. CONCLUSION Considering the criteria established by the EWGSOP, the prevalence of preoperative sarcopenia in colorectal cancer patients was 19.4%.
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12
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Yu W, Xu H, Chen F, Shou H, Chen Y, Jia Y, Zhang H, Ding J, Xiong H, Wang Y, Song T. Development and validation of a radiomics-based nomogram for the prediction of postoperative malnutrition in stage IB1-IIA2 cervical carcinoma. Front Nutr 2023; 10:1113588. [PMID: 36819703 PMCID: PMC9936189 DOI: 10.3389/fnut.2023.1113588] [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: 12/01/2022] [Accepted: 01/12/2023] [Indexed: 02/05/2023] Open
Abstract
Objective In individuals with stage IB1-IIA2 cervical cancer (CC) who received postoperative radiotherapy ± chemotherapy (PORT/CRT), the interaction between sarcopenia and malnutrition remains elusive, let alone employing a nomogram model based on radiomic features of psoas extracted at the level of the third lumbar vertebra (L3). This study was set to develop a radiomics-based nomogram model to predict malnutrition as per the Patient-Generated Subjective Global Assessment (PG-SGA) for individuals with CC. Methods In total, 120 individuals with CC underwent computed tomography (CT) scans before PORT/CRT. The radiomic features of psoas at L3 were obtained from non-enhanced CT images. Identification of the optimal features and construction of the rad-score formula were conducted utilizing the least absolute shrinkage and selection operator (LASSO) logistic regression to predict malnutrition in the training dataset (radiomic model). Identification of the major clinical factors in the clinical model was performed by means of binary logistic regression analysis. The radiomics-based nomogram was further developed by integrating radiomic signatures and clinical risk factors (combined model). The receiver operating characteristic (ROC) curves and decision curves analysis (DCA) were employed for the evaluation and comparison of the three models in terms of their predictive performance. Results Twelve radiomic features in total were chosen, and the rad-score was determined with the help of the non-zero coefficient from LASSO regression. Multivariate analysis revealed that besides rad-score, age and Eastern Cooperative Oncology Group performance status could independently predict malnutrition. As per the data of this analysis, a nomogram prediction model was constructed. The area under the ROC curves (AUC) values of the radiomic and clinical models were 0.778 and 0.847 for the training and 0.776 and 0.776 for the validation sets, respectively. An increase in the AUC was observed up to 0.972 and 0.805 in the training and validation sets, respectively, in the combined model. DCA also confirmed the clinical benefit of the combined model. Conclusion This radiomics-based nomogram model depicted potential for use as a marker for predicting malnutrition in stage IB1-IIA2 CC patients who underwent PORT/CRT and required further investigation with a large sample size.
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Affiliation(s)
- Wenke Yu
- Department of Radiology, Qingchun Hospital of Zhejiang Province, Hangzhou, China
| | - Hong’en Xu
- Cancer Center, Department of Radiation Oncology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Fangjie Chen
- Department of Outpatient Nursing, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Huafeng Shou
- Department of Gynecology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Ying Chen
- Department of Clinical Nutrition, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Yongshi Jia
- Cancer Center, Department of Radiation Oncology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Hongwei Zhang
- Department of Radiology, Qingchun Hospital of Zhejiang Province, Hangzhou, China
| | - Jieni Ding
- Cancer Center, Department of Radiation Oncology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Hanchu Xiong
- Cancer Center, Department of Radiation Oncology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Yiwen Wang
- Department of Clinical medical engineering, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Tao Song
- Cancer Center, Department of Radiation Oncology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China,*Correspondence: Tao Song, ✉
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13
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Corriveau J, Alavifard D, Gillis C. Demystifying Malnutrition to Improve Nutrition Screening and Assessment in Oncology. Semin Oncol Nurs 2022; 38:151336. [PMID: 35995630 DOI: 10.1016/j.soncn.2022.151336] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE Patients with cancer and malnutrition are more likely to experience poor treatment tolerance, prolonged length of hospital stay, and decreased quality of life. Early and sustained nutrition risk screening is the first step to tackling this patient and health care burden. Yet, malnutrition remains largely overlooked and undertreated. Malnutrition mismanagement could be indicative of a systemic misunderstanding. With this narrative review, we aimed to (1) define malnutrition, (2) address common malnutrition misconceptions, and (3) summarize nutrition recommendations for patients with cancer. DATA SOURCES PubMed and international clinical practice guidelines were used. CONCLUSION Malnutrition represents an unbalanced nutritional state that alters body composition and diminishes function. Malnutrition is not always physically obvious, and albumin is not a reliable marker of nutritional status; therefore, systematically screening all patients with a validated nutrition risk screening tool at time of cancer diagnosis, and periodically throughout treatment, is necessary to provide optimal, equitable care. Nutrition risk screening takes less than 1 minute to complete and can be completed by any health care professional. Patients that screen positive for nutrition risk should be referred to a registered nutritionist or dietitian for comprehensive nutritional assessment, diagnosis, and treatment. IMPLICATIONS FOR NURSING PRACTICE All health care professionals can and should be responsible for preventing and treating malnutrition. Registered nurses can actively participate in improving patient outcomes by screening patients for nutrition risk, weighing patients at every visit, referring patients to dietitians for nutrition treatment, and providing supportive medical management of nutrition impact symptoms such as nausea.
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Affiliation(s)
- Jade Corriveau
- Department of Nutrition, McGill University Health Centre, Montreal, QC, Canada
| | - Dorsa Alavifard
- Department of Anesthesia, McGill University, Montreal, QC, Canada
| | - Chelsia Gillis
- Department of Anesthesia, McGill University, Montreal, QC, Canada; Department of Surgery, McGill University, Montreal, QC, Canada; School of Human Nutrition, McGill University, McGill University, Montreal, QC, Canada.
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Gillis C, Martinez MC, Mina DS. Tailoring prehabilitation to address the multifactorial nature of functional capacity for surgery. J Hum Nutr Diet 2022; 36:395-405. [PMID: 35716131 DOI: 10.1111/jhn.13050] [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: 03/07/2022] [Accepted: 06/07/2022] [Indexed: 11/30/2022]
Abstract
Mounting evidence suggests that recovery begins before the surgical incision. The pre-surgery phase of recovery - the preparation for optimal surgical recovery - can be reinforced with prehabilitation. Prehabilitation is the approach of enhancing the functional capacity of the individual to enable them to withstand a stressful event. With this narrative review, we apply the Wilson & Cleary conceptual model of patient outcomes to specify the complex and integrative relationship of health factors that limit functional capacity before surgery. To have the greatest impact on patient outcomes, prehabilitation programs require individualized and coordinated care from medical, nutritional, psychosocial, and exercise services. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Chelsia Gillis
- School of Human Nutrition, McGill University.,Anesthesia Department, McGill University
| | | | - Daniel Santa Mina
- Faculty of Kinesiology and Physical Education, University of Toronto.,Department of Anesthesia and Pain Management, University Health Network
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15
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Cuijpers AC, Bongers BC, Stassen P, Lubbers T. Reply letter to the editor: Aerobic fitness and muscle density play a vital role in postoperative complications in colorectal cancer surgery. J Surg Oncol 2022; 125:1346-1347. [DOI: 10.1002/jso.26878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 03/25/2022] [Indexed: 11/09/2022]
Affiliation(s)
- Anne C.M. Cuijpers
- Department of Surgery ‐ Maastricht University Medical Centre +, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- Department of Surgery ‐ School for Oncology and Developmental Biology (GROW) ‐ Faculty of Health, Medicine and Life Sciences ‐ Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
| | - Bart C. Bongers
- Department of Nutrition and Movement Sciences ‐ School of Nutrition and Translational Research in Metabolism (NUTRIM) ‐ Faculty of Health, Medicine and Life Sciences ‐ Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
- Department of Epidemiology ‐ Care and Public Health Research Institute (CAPHRI) ‐ Faculty of Health, Medicine and Life Sciences ‐ Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
| | - P.S. Stassen
- Department of Surgery ‐ Maastricht University Medical Centre +, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- Department of Surgery ‐ School of Nutrition and Translational Research in Metabolism (NUTRIM) ‐ Faculty of Health, Medicine and Life Sciences ‐ Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
| | - Tim Lubbers
- Department of Surgery ‐ Maastricht University Medical Centre +, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- Department of Surgery ‐ School for Oncology and Developmental Biology (GROW) ‐ Faculty of Health, Medicine and Life Sciences ‐ Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
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16
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Lee J, Lin JB, Chen TC, Jan YT, Sun FJ, Chen YJ, Wu MH. Progressive Skeletal Muscle Loss After Surgery and Adjuvant Radiotherapy Impact Survival Outcomes in Patients With Early Stage Cervical Cancer. Front Nutr 2022; 8:773506. [PMID: 35127782 PMCID: PMC8810512 DOI: 10.3389/fnut.2021.773506] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 12/06/2021] [Indexed: 12/23/2022] Open
Abstract
The effect of skeletal muscle loss associated with surgery and adjuvant radiotherapy on survival outcomes in patients with early-stage cervical cancer remains unclear. We analyzed the data of 133 patients with early-stage cervical cancer who underwent surgery and adjuvant radiotherapy between 2013 and 2018 at two tertiary centers. Skeletal muscle changes were measured using computed tomography scans at baseline, at simulation for radiotherapy, and at 3 months post-treatment. A decrease of ≥5% in the skeletal muscle was defined as “muscle loss.” The Patient-Reported Outcome version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) was used to assess gastrointestinal toxicity. The Patient-Generated Subjective Global Assessment (PG-SGA) was used for nutritional assessment. Predictors of overall survival were identified using the Cox regression models. The median follow-up period was 3.7 years. After treatment, 32 patients (24.1%) experienced muscle loss. The rate of muscle loss was higher in patients with PRO-CTCAE score ≥3 or PG-SGA score ≥4 at the end of radiotherapy than in patients with PRO-CTCAE score ≤2 or PG-SGA score 0–3 (75.0 vs. 10.5%, p < 0.001; 71.4 vs. 2.2%, p < 0.001). The 3-year overall survival was significantly lower in patients with muscle loss than in those with muscle preserved (65.6 vs. 93.9%, p < 0.001). Multivariate analysis showed that muscle loss was independently associated with poor overall survival (hazard ratio, 4.55; 95% confidence interval: 1.63–12.72; p < 0.001). Muscle loss after surgery and adjuvant radiotherapy was associated with poor overall survival in patients with early-stage cervical cancer. Muscle loss is associated with patient-reported gastrointestinal toxicity and deterioration in nutritional status.
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Affiliation(s)
- Jie Lee
- Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, MacKay Medical College, New Taipei City, Taiwan
- *Correspondence: Jie Lee
| | - Jhen-Bin Lin
- Department of Radiation Oncology, Changhua Christian Hospital, Changhua, Taiwan
| | - Tze-Chien Chen
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Ya-Ting Jan
- Department of Radiology, MacKay Memorial Hospital, Taipei, Taiwan
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Fang-Ju Sun
- Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan
- Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yu-Jen Chen
- Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Meng-Hao Wu
- Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan
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Anderson PM, Thomas SM, Sartoski S, Scott JG, Sobilo K, Bewley S, Salvador LK, Salazar-Abshire M. Strategies to Mitigate Chemotherapy and Radiation Toxicities That Affect Eating. Nutrients 2021; 13:nu13124397. [PMID: 34959948 PMCID: PMC8706251 DOI: 10.3390/nu13124397] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 12/06/2021] [Indexed: 01/02/2023] Open
Abstract
Background: Cancer and its therapy is commonly associated with a variety of side effects that impact eating behaviors that reduce nutritional intake. This review will outline potential causes of chemotherapy and radiation damage as well as approaches for the amelioration of the side effects of cancer during therapy. Methods: Information for clinicians, patients, and their caregivers about toxicity mitigation including nausea reduction, damage to epithelial structures such as skin and mucosa, organ toxicity, and education is reviewed. Results: How to anticipate, reduce, and prevent some toxicities encountered during chemotherapy and radiation is detailed with the goal to improve eating behaviors. Strategies for health care professionals, caregivers, and patients to consider include (a) the reduction in nausea and vomiting, (b) decreasing damage to the mucosa, (c) avoiding a catabolic state and muscle wasting (sarcopenia), and (d) developing therapeutic alliances with patients, caregivers, and oncologists. Conclusions: Although the reduction of side effects involves anticipatory guidance and proactive team effort (e.g., forward observation, electronic interactions, patient reported outcomes), toxicity reduction can be satisfying for not only the patient, but everyone involved in cancer care.
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Affiliation(s)
- Peter M. Anderson
- Pediatric Hematology/Oncology and Bone Marrow Transplant, Cleveland Clinic Children’s, Cleveland, OH 44195, USA; (S.M.T.); (S.S.); (K.S.); (S.B.)
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
- Correspondence: or ; Tel.: +216-445-7140 or +216-308-2706
| | - Stefanie M. Thomas
- Pediatric Hematology/Oncology and Bone Marrow Transplant, Cleveland Clinic Children’s, Cleveland, OH 44195, USA; (S.M.T.); (S.S.); (K.S.); (S.B.)
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
| | - Shauna Sartoski
- Pediatric Hematology/Oncology and Bone Marrow Transplant, Cleveland Clinic Children’s, Cleveland, OH 44195, USA; (S.M.T.); (S.S.); (K.S.); (S.B.)
- Department of Nursing, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Jacob G. Scott
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
- Department of Radiation Oncology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Kaitlin Sobilo
- Pediatric Hematology/Oncology and Bone Marrow Transplant, Cleveland Clinic Children’s, Cleveland, OH 44195, USA; (S.M.T.); (S.S.); (K.S.); (S.B.)
- Department of Nursing, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Sara Bewley
- Pediatric Hematology/Oncology and Bone Marrow Transplant, Cleveland Clinic Children’s, Cleveland, OH 44195, USA; (S.M.T.); (S.S.); (K.S.); (S.B.)
- Peds Nutritional Services, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Laura K. Salvador
- Department of Pediatrics, MD Anderson Cancer Center, Houston, TX 77030, USA; (L.K.S.); (M.S.-A.)
| | - Maritza Salazar-Abshire
- Department of Pediatrics, MD Anderson Cancer Center, Houston, TX 77030, USA; (L.K.S.); (M.S.-A.)
- Department of Nursing Education, MD Anderson Cancer Center, Houston, TX 77030, USA
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18
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Di Giorgio A, Rotolo S, Cintoni M, Rinninella E, Pulcini G, Schena CA, Ferracci F, Grassi F, Raoul P, Moroni R, Pacelli F, Gasbarrini A, Mele MC. The prognostic value of skeletal muscle index on clinical and survival outcomes after cytoreduction and HIPEC for peritoneal metastases from colorectal cancer: A systematic review and meta-analysis. Eur J Surg Oncol 2021; 48:649-656. [PMID: 34696936 DOI: 10.1016/j.ejso.2021.10.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 09/30/2021] [Accepted: 10/12/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Cytoreductive surgery (CRS) and hypertermic intraperitoneal chemotherapy (HIPEC) represent the most effective strategy to manage peritoneal metastases (PM). This systematic review and meta-analysis aimed to assess the impact of body composition on clinical outcomes in patients with PM. METHODS A systematic literature search was performed using Medline, Web of Science and EMBASE databases from inception to the 20st August 2020. Data were independently extracted by 3 authors. Newcastle-Ottawa Scale was used to assess quality and risk of bias of studies. Pooled analyses were performed using Mantel-Haenszel method to estimate overall effect size with mean differences or odd ratios (ORs) and 95% confidence interval (CI). The primary outcome was postoperative complication (POC) rate, while secondary outcomes were severe POC and postoperative mortality. RESULTS A total of 4 studies were included in the systematic review and meta-analysis, including 582 patients. A significant association between low skeletal muscle mass and POC was found (OR 1.45, 95% CI 1.04 to 2.03; p = 0.03), while no differences were found in terms operative time, estimated blood loss, length of hospital stay, and postoperative mortality (p > 0.05). CONCLUSIONS Low skeletal muscle mass at diagnosis is a valid prognostic factor for POC development in colorectal and PM patients undergoing CRS. Prospective and larger studies are needed to better investigate the role of CT scan derived body composition and to understand how to implement this tool in clinical practice.
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Affiliation(s)
- Andrea Di Giorgio
- UOS Trattamenti Integrati Della Carcinosi Peritoneale Avanzata, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Stefano Rotolo
- UOC Chirurgia Del Peritoneo e Del Retroperitoneo, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy; Dipartimento di Discipline Chirurgiche, Oncologiche e Stomatologiche (Di.Chir.On.S.), Università Degli Studi di Palermo, Via Liborio Giuffrè 5, 90127, Palermo, Italy
| | - Marco Cintoni
- Scuola di Specializzazione in Scienza Dell'Alimentazione, Università di Roma Tor Vergata, Via Montpellier 1, 00133, Rome, Italy.
| | - Emanuele Rinninella
- UOC di Nutrizione Clinica, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Gabriele Pulcini
- UOSD di Nutrizione Avanzata in Oncologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Carlo Alberto Schena
- UOC Chirurgia Del Peritoneo e Del Retroperitoneo, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Federica Ferracci
- UOC Chirurgia Del Peritoneo e Del Retroperitoneo, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Futura Grassi
- UOC di Nutrizione Clinica, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Pauline Raoul
- UOSD di Nutrizione Avanzata in Oncologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Rossana Moroni
- Direzione Scientifica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Fabio Pacelli
- UOC Chirurgia Del Peritoneo e Del Retroperitoneo, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Antonio Gasbarrini
- UOC Medicina Interna e Gastroenterologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy; Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica Del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy
| | - Maria Cristina Mele
- UOSD di Nutrizione Avanzata in Oncologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy; Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica Del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy
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Association of Patient-Reported Outcomes and Nutrition with Body Composition in Women with Gynecologic Cancer Undergoing Post-Operative Pelvic Radiotherapy: An Observational Study. Nutrients 2021; 13:nu13082629. [PMID: 34444789 PMCID: PMC8399258 DOI: 10.3390/nu13082629] [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: 06/30/2021] [Revised: 07/21/2021] [Accepted: 07/27/2021] [Indexed: 12/19/2022] Open
Abstract
Pelvic radiotherapy is associated with gastrointestinal toxicities and deterioration of nutritional status. This study aimed to investigate the association of patient-reported outcomes (PROs) and nutritional status with body composition changes in women who underwent hysterectomy and post-operative radiotherapy for gynecologic cancer. We analyzed data of 210 patients treated with post-operative pelvic radiotherapy for gynecologic cancer between 2013 and 2018. The PRO version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) was used for gastrointestinal toxicity assessment. The Patient-Generated Subjective Global Assessment (PG-SGA) was used for nutritional assessment. Skeletal muscle index was measured from computed tomography scans at the L3 vertebral level. A reduction in skeletal muscle index ≥ 5% was classified as muscle loss. Odds ratios were calculated through logistic regression models. The PG-SGA score increased from the beginning to the end of radiotherapy (1.4 vs. 3.7, p < 0.001). Patients with PRO-CTCAE scores ≥ 3 had significantly higher PG-SGA scores at the end of radiotherapy than those with PRO-CTCAE scores ≤ 2 (8.1 vs. 2.3, p < 0.001). On multivariable analysis, PRO-CTCAE scores ≥ 3 and PG-SGA scores ≥ 4 at the end of radiotherapy were independently associated with increased risk of muscle loss (odds ratio: 8.81, p < 0.001; odds ratio: 72.96, p < 0.001, respectively). PROs and PG-SGA may be considered as markers of muscle loss after post-operative pelvic radiotherapy for gynecologic cancer.
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Gort-van Dijk D, Weerink LB, Milovanovic M, Haveman JW, Hemmer PH, Dijkstra G, Lindeboom R, Campmans-Kuijpers MJ. Bioelectrical Impedance Analysis and Mid-Upper Arm Muscle Circumference Can Be Used to Detect Low Muscle Mass in Clinical Practice. Nutrients 2021; 13:nu13072350. [PMID: 34371860 PMCID: PMC8308498 DOI: 10.3390/nu13072350] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 06/18/2021] [Accepted: 07/06/2021] [Indexed: 01/04/2023] Open
Abstract
Identification of low muscle mass becomes increasingly relevant due to its prognostic value in cancer patients. In clinical practice, mid-upper arm muscle circumference (MAMC) and bioelectrical impedance analysis (BIA) are often used to assess muscle mass. For muscle-mass assessment, computed tomography (CT) is considered as reference standard. We investigated concordance between CT, BIA, and MAMC, diagnostic accuracy of MAMC, and BIA to detect low muscle mass and their relation with the clinical outcome malnutrition provided with the Patient-Generated Subjective Global Assessment Short Form (PG-SGA SF). This cross-sectional study included adult patients with advanced esophageal and gastrointestinal cancer. BIA, MAMC, and PG-SGA-SF were performed. Routine CT-scans were used to quantify psoas muscle index (PMI) and skeletal muscle area. Good concordance was found between CTPMI and both BIAFFMI (fat free mass index) (ICC 0.73), and BIAASMI (appendicular skeletal muscle index) (ICC 0.69) but not with MAMC (ICC 0.37). BIAFFMI (94%), BIAASMI (86%), and MAMC (86%) showed high specificity but low sensitivity. PG-SGA-SF modestly correlated with all muscle-mass measures (ranging from -0.17 to -0.43). Of all patients with low muscle mass, 62% were also classified with a PG-SGA-SF score of ≥4 points. Although CT remains the first choice, since both BIA and MAMC are easy to perform by dieticians, they have the potential to be used to detect low muscle mass in clinical practice.
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Affiliation(s)
- Dorienke Gort-van Dijk
- Faculty of Medicine, University of Amsterdam/Amsterdam UMC, Master Evidence Based Practice in Health Care, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Department of Nutrition and Dietetics, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
- Correspondence: ; Tel.: +31-503-613-304
| | - Linda B.M. Weerink
- Department of Radiology and Surgery, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (L.B.M.W.); (M.M.)
| | - Milos Milovanovic
- Department of Radiology and Surgery, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (L.B.M.W.); (M.M.)
| | - Jan-Willem Haveman
- Department of Surgery, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.-W.H.); (P.H.J.H.)
| | - Patrick H.J. Hemmer
- Department of Surgery, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.-W.H.); (P.H.J.H.)
| | - Gerard Dijkstra
- Department of Gastroenterology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (G.D.); (M.J.E.C.-K.)
| | - Robert Lindeboom
- Department of Epidemiology and Data Science, Amsterdam UMC, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands;
| | - Marjo J.E. Campmans-Kuijpers
- Department of Gastroenterology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (G.D.); (M.J.E.C.-K.)
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