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Daenen LHBA, van de Worp WRPH, Rezaeifar B, de Bruijn J, Qiu P, Webster JM, Peeters S, De Ruysscher D, Langen RCJ, Wolfs CJA, Verhaegen F. Towards a fully automatic workflow for investigating the dynamics of lung cancer cachexia during radiotherapy using cone beam computed tomography. Phys Med Biol 2024; 69:205005. [PMID: 39299273 DOI: 10.1088/1361-6560/ad7d5b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 09/19/2024] [Indexed: 09/22/2024]
Abstract
Objective.Cachexia is a devastating condition, characterized by involuntary loss of muscle mass with or without loss of adipose tissue mass. It affects more than half of patients with lung cancer, diminishing treatment effects and increasing mortality. Cone-beam computed tomography (CBCT) images, routinely acquired during radiotherapy treatment, might contain valuable anatomical information for monitoring body composition changes associated with cachexia. For this purpose, we propose an automatic artificial intelligence (AI)-based workflow, consisting of CBCT to CT conversion, followed by segmentation of pectoralis muscles.Approach.Data from 140 stage III non-small cell lung cancer patients was used. Two deep learning models, cycle-consistent generative adversarial network (CycleGAN) and contrastive unpaired translation (CUT), were used for unpaired training of CBCT to CT conversion, to generate synthetic CT (sCT) images. The no-new U-Net (nnU-Net) model was used for automatic pectoralis muscle segmentation. To evaluate tissue segmentation performance in the absence of ground truth labels, an uncertainty metric (UM) based on Monte Carlo dropout was developed and validated.Main results.Both CycleGAN and CUT restored the Hounsfield unit fidelity of the CBCT images compared to the planning CT (pCT) images and visually reduced streaking artefacts. The nnU-Net model achieved a Dice similarity coefficient (DSC) of 0.93, 0.94, 0.92 for the CT, sCT and CBCT images, respectively, on an independent test set. The UM showed a high correlation with DSC with a correlation coefficient of -0.84 for the pCT dataset and -0.89 for the sCT dataset.Significance.This paper shows a proof-of-concept for automatic AI-based monitoring of the pectoralis muscle area of lung cancer patients during radiotherapy treatment based on CBCT images, which provides an unprecedented time resolution of muscle mass loss during cachexia progression. Ultimately, the proposed workflow could provide valuable information for early intervention of cachexia, ideally resulting in improved cancer treatment outcome.
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Affiliation(s)
- Lars H B A Daenen
- Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Medical Image Analysis group, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Wouter R P H van de Worp
- Department of Respiratory Medicine, NUTRIM Institute of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Behzad Rezaeifar
- Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Joël de Bruijn
- SmART Scientific Solutions BV, Maastricht, The Netherlands
| | - Peiyu Qiu
- Department of Respiratory Medicine, NUTRIM Institute of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Justine M Webster
- Department of Respiratory Medicine, NUTRIM Institute of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Stéphanie Peeters
- Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Dirk De Ruysscher
- Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Ramon C J Langen
- Department of Respiratory Medicine, NUTRIM Institute of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Cecile J A Wolfs
- Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Frank Verhaegen
- Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
- SmART Scientific Solutions BV, Maastricht, The Netherlands
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2
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Medici F, Rizzo S, Buwenge M, Arcelli A, Ferioli M, Macchia G, Deodato F, Cilla S, De Iaco P, Perrone AM, Strolin S, Strigari L, Ravegnini G, Bazzocchi A, Morganti AG. Everything You Always Wanted to Know about Sarcopenia but Were Afraid to Ask: A Quick Guide for Radiation Oncologists (Impact of Sarcopenia in Radiotherapy: The AFRAID Project). Curr Oncol 2022; 29:8513-8528. [PMID: 36354731 PMCID: PMC9689889 DOI: 10.3390/curroncol29110671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/21/2022] [Accepted: 11/05/2022] [Indexed: 11/10/2022] Open
Abstract
Sarcopenia (SP) is a syndrome characterized by age-associated loss of skeletal muscle mass and function. SP worsens both acute and late radiation-induced toxicity, prognosis, and quality of life. Myosteatosis is a pathological infiltration of muscle tissue by adipose tissue which often precedes SP and has a proven correlation with prognosis in cancer patients. Sarcopenic obesity is considered a "hidden form" of SP (due to large fat mass) and is independently related to higher mortality and worse complications after surgery and systemic treatments with worse prognostic impact compared to SP alone. The evaluation of SP is commonly based on CT images at the level of the middle of the third lumbar vertebra. On this scan, all muscle structures are contoured and then the outlined surface area is calculated. Several studies reported a negative impact of SP on overall survival in patients undergoing RT for tumors of the head and neck, esophagus, rectum, pancreas, cervix, and lung. Furthermore, several appetite-reducing side effects of RT, along with more complex radiation-induced mechanisms, can lead to SP through, but not limited to, reduced nutrition. In particular, in pediatric patients, total body irradiation was associated with the onset of SP and other changes in body composition leading to an increased risk of cardiometabolic morbidity in surviving adults. Finally, some preliminary studies showed the possibility of effectively treating SP and preventing the worsening of SP during RT. Future studies should be able to provide information on how to prevent and manage SP before, during, or after RT, in both adult and pediatric patients.
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Affiliation(s)
- Federica Medici
- Department of Experimental, Radiation Oncology, Diagnostic and Specialty Medicine-DIMES, Alma Mater Studiorum University of Bologna, Via Albertoni 15, 40138 Bologna, Italy
| | - Stefania Rizzo
- Service of Radiology, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale (EOC), 6900 Lugano, Switzerland
| | - Milly Buwenge
- Department of Experimental, Radiation Oncology, Diagnostic and Specialty Medicine-DIMES, Alma Mater Studiorum University of Bologna, Via Albertoni 15, 40138 Bologna, Italy
| | - Alessandra Arcelli
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Martina Ferioli
- Department of Experimental, Radiation Oncology, Diagnostic and Specialty Medicine-DIMES, Alma Mater Studiorum University of Bologna, Via Albertoni 15, 40138 Bologna, Italy
| | - Gabriella Macchia
- Radiation Oncology Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy
| | - Francesco Deodato
- Radiation Oncology Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy
| | - Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy
| | - Pierandrea De Iaco
- Division of Oncologic Gynecology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
- Centro di Studio e Ricerca delle Neoplasie Ginecologiche (CSR), University of Bologna, 40138 Bologna, Italy
| | - Anna Myriam Perrone
- Division of Oncologic Gynecology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
- Centro di Studio e Ricerca delle Neoplasie Ginecologiche (CSR), University of Bologna, 40138 Bologna, Italy
| | - Silvia Strolin
- Department of Medical Physics, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Lidia Strigari
- Department of Medical Physics, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Gloria Ravegnini
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy
| | - Alberto Bazzocchi
- Diagnostic and Interventional Radiology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Alessio G. Morganti
- Department of Experimental, Radiation Oncology, Diagnostic and Specialty Medicine-DIMES, Alma Mater Studiorum University of Bologna, Via Albertoni 15, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
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3
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Cortiula F, Hendriks LEL, van de Worp WRPH, Schols AMWJ, Vaes RDW, Langen RCJ, De Ruysscher D. Physical exercise at the crossroad between muscle wasting and the immune system: implications for lung cancer cachexia. J Cachexia Sarcopenia Muscle 2022; 13:55-67. [PMID: 35014216 PMCID: PMC8818640 DOI: 10.1002/jcsm.12900] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 11/11/2021] [Accepted: 11/28/2021] [Indexed: 02/06/2023] Open
Abstract
Cachexia is a syndrome characterized by involuntary weight loss and wasting of skeletal muscle mass. It is associated with worse overall survival and quality of life. The cancer-induced systemic inflammation and the consequent host derived catabolic stimuli, trigger cachexia by inhibiting muscle protein synthesis and enhancing muscle catabolism. The muscle itself may further promote chronic inflammation, introducing a vicious catabolic circle. Nutritional support alone plays a limited role in the treatment of cancer cachexia and should be combined with other interventions. Physical exercise lowers systemic inflammation and promotes muscle anabolism. It also attenuates the age-related physical decline in elderly and it might counteract the muscle wasting induced by the cancer cachexia syndrome. This review describes how cancer-induced systemic inflammation promotes muscle wasting and whether physical exercise may represent a suitable treatment for cancer-induced cachexia, particularly in patients with non-small cell lung cancer. We summarized pre-clinical and clinical studies investigating whether physical exercise would improve muscle performance and whether this improvement would translate in a clinically meaningful benefit for patients with cancer, in terms of survival and quality of life. Moreover, this review describes the results of studies investigating the interplay between physical exercise and the immune system, including the role of the intestinal microbiota.
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Affiliation(s)
- Francesco Cortiula
- Department of Radiation Oncology (MAASTRO), Department of Respiratory Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,Department of Medicine (DAME), University of Udine, Udine, Italy
| | - Lizza E L Hendriks
- Department of Respiratory Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center +, Maastricht, The Netherlands
| | - Wouter R P H van de Worp
- Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Annemie M W J Schols
- Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Rianne D W Vaes
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Ramon C J Langen
- Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Dirk De Ruysscher
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
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4
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Voorn MJJ, Aerts LPA, Bootsma GP, Bezuidenhout JB, van Kampen-van den Boogaart VEM, Bongers BC, de Ruysscher DK, Janssen-Heijnen MLG. Associations of Pretreatment Physical Status Parameters with Tolerance of Concurrent Chemoradiation and Survival in Patients with Non-small Cell Lung Cancer. Lung 2021; 199:223-234. [PMID: 33693986 DOI: 10.1007/s00408-021-00427-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 02/10/2021] [Indexed: 12/25/2022]
Abstract
OBJECTIVE The aim of this study was to evaluate associations between pretreatment physical status parameters and tolerance of concurrent chemoradiation (cCHRT) and survival among patients with stage III non-small cell lung cancer (NSCLC). METHODS A retrospective cohort study was conducted among patients with stage III NSCLC who had received cCHRT between 2006 and 2015. Multivariate independent associations were analysed between the pretreatment parameters age, Charlson comorbidity index, World Health Organization performance status (WHO performance status), body mass index (BMI), fat-free mass index (FFMI), maximal handgrip strength, forced expiratory volume in one second and carbon monoxide lung diffusion capacity on the one hand with tolerance of cCHRT (defined as a received radiation dose at least equal to the prescribed radiation dose) and survival on the other hand. RESULTS 527 of 577 patients (91.3%) tolerated cCHRT. A WHO performance status ≥ 2 (odds ratio (OR) 0.43) and BMI < 18.5 kg/m2 (OR 0.36) were associated with poorer tolerance of cCHRT. In the total group, a WHO performance status ≥ 2 (hazard ratio (HR) 1.73), low FFMI (HR 1.23) and intolerance of cCHRT (HR 1.55) were associated with poorer survival. CONCLUSION In patients with stage III NSCLC receiving cCHRT, poor WHO performance status and BMI < 18.5 kg/m2 were independently associated with tolerance of cCHRT. Physical status parameters and intolerance of cCHRT were independently associated with poorer survival. Besides using this information for treatment decisions, optimizing physical status in patients at risk for intolerance of cCHRT might be a next step for improving treatment outcomes.
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Affiliation(s)
- Melissa J J Voorn
- Department of Clinical Epidemiology, VieCuri Medical Centre, Tegelseweg 210, 5912 BL, Venlo, The Netherlands. .,Adelante Rehabilitation Centre, Venlo, The Netherlands. .,Department of Epidemiology, GROW School for Oncology and Developmental Biology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands.
| | | | - Gerbern P Bootsma
- Department of Pulmonology, Zuyderland Medical Centre, Heerlen, 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, Maastricht, The Netherlands.,Department of Epidemiology, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Dirk K de Ruysscher
- Department of Radiation Oncology (MAASTRO Clinic), GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Maryska L G Janssen-Heijnen
- Department of Clinical Epidemiology, VieCuri Medical Centre, Tegelseweg 210, 5912 BL, Venlo, The Netherlands.,Department of Epidemiology, GROW School for Oncology and Developmental Biology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
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5
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Yin L, Lin X, Liu J, Li N, He X, Zhang M, Guo J, Yang J, Deng L, Wang Y, Liang T, Wang C, Jiang H, Fu Z, Li S, Wang K, Guo Z, Ba Y, Li W, Song C, Cui J, Shi H, Xu H. Classification Tree-Based Machine Learning to Visualize and Validate a Decision Tool for Identifying Malnutrition in Cancer Patients. JPEN J Parenter Enteral Nutr 2021; 45:1736-1748. [PMID: 33415743 DOI: 10.1002/jpen.2070] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 12/14/2020] [Accepted: 01/05/2021] [Indexed: 12/27/2022]
Abstract
BACKGROUND The newly proposed Global Leadership Initiative on Malnutrition (GLIM) framework is promising to gain global acceptance for diagnosing malnutrition. However, the role of machine learning in facilitating its application in clinical practice remains largely unknown. METHODS We performed a multicenter, observational cohort study including 3998 patients with cancer. Baseline malnutrition was defined using the GLIM criteria, and the study population was randomly divided into a derivation group (n = 2998) and a validation group (n = 1000). A classification and regression trees (CART) algorithm was used to develop a decision tree for classifying the severity of malnutrition in the derivation group. Model performance was evaluated in the validation group. RESULTS GLIM criteria diagnosed 588 patients (14.7%) with moderate malnutrition and 532 patients (13.3%) with severe malnutrition among the study population. The CART cross-validation identified 5 key predictors for the decision tree construction, including age, weight loss within 6 months, body mass index, calf circumference, and the Nutritional Risk Screening 2002 score. The decision tree showed high performance, with an area under the curve of 0.964 (κ = 0.898, P < .001, accuracy = 0.955) in the validation group. Subgroup analysis showed that the model had apparently good performance in different cancers. Among the 5 predictors constituting the tree, age contributed the least to the classification power. CONCLUSION Using the machine learning, we visualized and validated a decision tool based on the GLIM criteria that can be conveniently used to accelerate the pretreatment identification of malnutrition in patients with cancer.
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Affiliation(s)
- Liangyu Yin
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China.,Institute of Hepatopancreatobiliary Surgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Xin Lin
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Jie Liu
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Na Li
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Xiumei He
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Mengyuan Zhang
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Jing Guo
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Jian Yang
- Department of Clinical Nutrition, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Li Deng
- Cancer Center of the First Hospital of Jilin University, Changchun, Jilin, China
| | - Yizhuo Wang
- Cancer Center of the First Hospital of Jilin University, Changchun, Jilin, China
| | - Tingting Liang
- Cancer Center of the First Hospital of Jilin University, Changchun, Jilin, China
| | - Chang Wang
- Cancer Center of the First Hospital of Jilin University, Changchun, Jilin, China
| | - Hua Jiang
- Institute for Emergency and Disaster Medicine, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Zhenming Fu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, Hubei, China
| | - Suyi Li
- Department of Nutrition and Metabolism of Oncology, Affiliated Provincial Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Kunhua Wang
- Department of Gastrointestinal Surgery, Institute of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Zengqing Guo
- Department of Medical Oncology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, Fujian, China
| | - Yi Ba
- Department of Gastrointestinal Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Wei Li
- Cancer Center of the First Hospital of Jilin University, Changchun, Jilin, China
| | - Chunhua Song
- Department of Epidemiology, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Jiuwei Cui
- Cancer Center of the First Hospital of Jilin University, Changchun, Jilin, China
| | - Hanping Shi
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Hongxia Xu
- Department of Clinical Nutrition, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
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6
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van de Worp WRPH, Schols AMWJ, Theys J, van Helvoort A, Langen RCJ. Nutritional Interventions in Cancer Cachexia: Evidence and Perspectives From Experimental Models. Front Nutr 2020; 7:601329. [PMID: 33415123 PMCID: PMC7783418 DOI: 10.3389/fnut.2020.601329] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 12/02/2020] [Indexed: 12/13/2022] Open
Abstract
Cancer cachexia is a complex metabolic syndrome characterized by involuntary skeletal muscle loss and is associated with poor clinical outcome, decreased survival and negatively influences cancer therapy. No curative treatments are available for cancer cachexia, but nutritional intervention is recommended as a cornerstone of multimodal therapy. Optimal nutritional care is pivotal in the treatment of cancer cachexia, and the effects of nutrients may extend beyond provision of adequate energy uptake, targeting different mechanisms or metabolic pathways that are affected or deregulated by cachexia. The evidence to support this notion derived from nutritional intervention studies in experimental models of cancer cachexia is systematically discussed in this review. Moreover, experimental variables and readout parameters to determine skeletal muscle wasting and cachexia are methodologically evaluated to allow critical comparison of similar studies. Single- and multinutrient intervention studies including qualitative modulation of dietary protein, dietary fat, and supplementation with specific nutrients, such as carnitine and creatine, were reviewed for their efficacy to counteract muscle mass loss and its underlying mechanisms in experimental cancer cachexia. Numerous studies showed favorable effects on impaired protein turnover and related metabolic abnormalities of nutritional supplementation in parallel with a beneficial impact on cancer-induced muscle wasting. The combination of high quality nutrients in a multitargeted, multinutrient approach appears specifically promising, preferentially as a multimodal intervention, although more studies investigating the optimal quantity and combination of nutrients are needed. During the review process, a wide variation in timing, duration, dosing, and route of supplementation, as well as a wide variation in animal models were observed. Better standardization in dietary design, and the development of experimental models that better recapitulate the etiology of human cachexia, will further facilitate successful translation of experimentally-based multinutrient, multimodal interventions into clinical practice.
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Affiliation(s)
- Wouter R P H van de Worp
- Department of Respiratory Medicine, NUTRIM-School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, Netherlands
| | - Annemie M W J Schols
- Department of Respiratory Medicine, NUTRIM-School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, Netherlands
| | - Jan Theys
- Department of Precision Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, Netherlands
| | - Ardy van Helvoort
- Department of Respiratory Medicine, NUTRIM-School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, Netherlands.,Danone Nutricia Research, Utrecht, Netherlands
| | - Ramon C J Langen
- Department of Respiratory Medicine, NUTRIM-School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, Netherlands
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7
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Willemsen ACH, Degens JHRJ, Baijens LWJ, Dingemans AMC, Hoeben A, Hoebers FJP, De Ruysscher DKM, Schols AMWJ. Early Loss of Fat Mass During Chemoradiotherapy Predicts Overall Survival in Locally Advanced Squamous Cell Carcinoma of the Lung, but Not in Locally Advanced Squamous Cell Carcinoma of the Head and Neck. Front Nutr 2020; 7:600612. [PMID: 33324671 PMCID: PMC7726186 DOI: 10.3389/fnut.2020.600612] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 11/02/2020] [Indexed: 12/25/2022] Open
Abstract
Background: Cancer cachexia is highly prevalent in advanced non-small cell lung cancer (NSCLC) and locally advanced head and neck squamous cell carcinoma (LAHNSCC), and compromises treatment tolerance and overall survival (OS). NSCLC and LAHNSCC patients share similar risk factors, and receive comparable anti-cancer treatment regimens. The aim of this study was to determine the predictive value of body composition assessed by bioelectrical impedance analysis (BIA) and handgrip strength (HGS) (baseline and early changes during therapy) on OS in NSCLC and LAHNSCC patients treated with platinum-based chemoradiotherapy (CRT) or cetuximab-based bioradiotherapy (BRT). To elucidate potential underlying determinants of early changes in body composition and HGS, specific (fat and fat free) mass loss patterns of squamous NSCLC (sNSCLC) were compared to human papilloma virus negative (HPV–) LAHNSCC patients treated with CRT. Methods: Between 2013 and 2016, BIA and HGS were performed at baseline and after 3 weeks of CRT/BRT in LAHNSCC and NSCLC patients treated with curative intent. Results: Two hundred thirty-three patients were included for baseline measurements. Fat free mass index (FFMI) and HGS<10th percentile of reference values at baseline were both prognostic for poor OS in NSCLC and LAHNSCC [HR 1.64 [95%CI 1.13–2.39], p = 0.01 and HR 2.30 [95%CI 1.33–3.97], p = 0.003, respectively], independent of Charlson Comorbidity Index, cancer site, and gross tumor volume. Early fat mass (FM) loss during CRT was predictive for poor OS in sNSCLC (n = 64) [HR 3.80 [95%CI 1.79–8.06] p ≤ 0.001] but not in HPV– LAHNSCC (n = 61). In patients with significant weight loss (>2%) in the first 3 weeks of CRT (sNSCLC n = 24, HPV– LAHNSCC n = 23), the FM change was −1.4 ± 14.5% and −8.7 ± 9.0% in sNSCLC and HPV– LAHNSCC patients, respectively (p < 0.05). Fat fee mass change was −5.6 ± 6.3% and −4.0 ± 4.3% for sNSCLC and HPV– LAHNSCC, respectively (p = 0.31). Conclusion: FFMI and HGS<10th percentile at baseline are independent prognostic factors for poor OS in NSCLC and LAHNSCC patients treated with CRT/BRT. The specific composition of mass loss during first 3 weeks of CRT significantly differs between sNSCLC and HPV– LAHNSCC patients. Early FM loss was prognostic in sNSCLC only.
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Affiliation(s)
- A C H Willemsen
- Division of Medical Oncology, Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, Netherlands.,GROW School of Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, Netherlands.,Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, Netherlands.,NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, Netherlands
| | - J H R J Degens
- Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, Netherlands.,NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, Netherlands
| | - L W J Baijens
- GROW School of Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, Netherlands.,Department of Otorhinolaryngology, Head and Neck Surgery, Maastricht University Medical Center+, Maastricht, Netherlands
| | - A-M C Dingemans
- GROW School of Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, Netherlands.,Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, Netherlands
| | - A Hoeben
- Division of Medical Oncology, Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, Netherlands.,GROW School of Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, Netherlands
| | - F J P Hoebers
- GROW School of Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, Netherlands.,Department of Radiation Oncology (MAASTRO), Maastricht University Medical Center+, Maastricht, Netherlands
| | - D K M De Ruysscher
- GROW School of Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, Netherlands.,Department of Radiation Oncology (MAASTRO), Maastricht University Medical Center+, Maastricht, Netherlands
| | - A M W J Schols
- Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, Netherlands.,NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, Netherlands
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8
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Den E, Steer B, Quinn P, Kiss N. Effect of an Evidence-Based Nutrition Care Pathway for Cancer Patients Undergoing Gastrointestinal and Pelvic Surgery. Nutr Cancer 2020; 73:2546-2553. [PMID: 33138651 DOI: 10.1080/01635581.2020.1839517] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Malnutrition in gastrointestinal surgery is associated with poorer post-operative outcomes which may be mitigated by delivery of evidence-based nutrition care. This study reports on the development, implementation and evaluation of an evidence-based nutrition care pathway for lower gastrointestinal and pelvic cancer patients. A retrospective cohort study of 40 surgical lower gastrointestinal and pelvic cancer patients pre- and post-implementation of the pathway was conducted. Outcomes assessed were, care pathway adherence, weight change, time to post-operative commencement of nutrition, and post-operative length of stay. Post-implementation of the pathway there were significant improvements in the proportion of patients who received dietetic assessment and education pre-surgery (0% vs 55%, P < .001) at regular intervals during admission (35% vs. 90%, P < .001) and post-discharge (22.5% vs. 81.8%, P < .001). Mean weight change between admission and discharge reduced post-implementation (-3.5%, SD 4.7 vs, -5.6%, SD 4.7; P = 0.08). Post-operative length of stay remained similar (16 day, IQR 11-34.7 vs. 17.5 day, IQR 11.2-25; P = 0.71). Post-implementation a greater proportion of patients commenced oral or enteral nutrition within 24 h, post-operatively (75% vs. 57.5%, P = 0.1). The nutrition care pathway was an effective method for delivering evidence-based nutrition care, resulting in clinically but not statistically significant improvements in outcomes.
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Affiliation(s)
- Elise Den
- Department of Nutrition and Speech Pathology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Belinda Steer
- Department of Nutrition and Speech Pathology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Phoebe Quinn
- Department of Nutrition and Speech Pathology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Nicole Kiss
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Australia.,Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia.,Department of Cancer Experiences Research, Peter MacCallum Cancer Centre, Melbourne, Australia
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9
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Trestini I, Gkountakos A, Carbognin L, Avancini A, Lanza M, Molfino A, Friso S, Corbo V, Tortora G, Scarpa A, Milella M, Bria E, Pilotto S. Muscle derangement and alteration of the nutritional machinery in NSCLC. Crit Rev Oncol Hematol 2019; 141:43-53. [DOI: 10.1016/j.critrevonc.2019.06.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 06/08/2019] [Accepted: 06/09/2019] [Indexed: 01/06/2023] Open
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10
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Abstract
PURPOSE OF REVIEW Cancer-associated weight loss is a common comorbid condition best described among patients with advanced malignancy receiving systemic therapy, but its relationship to patients undergoing radiation treatment is less well described. We review the interaction between cancer-associated weight loss and radiation treatment as well as its prognostic significance. RECENT FINDINGS Multiple studies demonstrate a consistent detrimental effect of cancer-associated weight loss either existing prior to treatment or developing during radiotherapy. Emerging data suggest cancer-associated weight loss independently contributes to an aggressive malignant phenotype rather than simply reflecting a consequence of disease. Novel therapies are urgently needed to address the unmet burden of cancer-associated weight loss. SUMMARY Consideration of cancer-associated weight loss is important among patients receiving radiotherapy. Further study will further characterize the relationship and identify targetable biologic mechanisms of cancer cachexia.
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11
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Ito H. Effect of body thickness on helical and direct treatment delivery modes: a phantom study. J Rural Med 2018; 13:110-115. [PMID: 30546799 PMCID: PMC6288721 DOI: 10.2185/jrm.2965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 05/30/2018] [Indexed: 12/02/2022] Open
Abstract
Objective: Chemoradiation therapy is among the standard treatments for
cancer, which often causes a decrease in appetite and subsequent weight loss. When weight
loss occurs during treatment, the external body contour changes from that indicated during
initial planning, causing changes in dose distribution to the target tumor regions and
organs at risk (OARs). This study aimed to examine the dose changes to both the target
regions and OARs, based on the dose-volume histogram (DVH). Methods: We established a 60 mm-diameter planning target volume (PTV) and a
30 mm-diameter rectum region of interest (OAR), using a phantom; this was followed by a 50
Gy/25 fraction irradiation to the target region that was measured using a
two-dimensional-array ion chamber device. The measurement was conducted by varying the
bolus thickness from 0 to −25 mm, in 5 mm decrements. In addition, the maximum dose for
both PTV and OAR were evaluated based on the DVH, created using the Adaptive software. Results: The gamma analysis showed that the pass rate was less than 95% when
the bolus thickness was altered by −25 mm for the helical delivery mode and by −10 mm for
the direct delivery mode, resulting in a dose error greater than 3%. Results of the DVH
evaluation revealed that the maximum dose of PTV increased by 5.18% when the bolus
thickness was −25 mm for helical delivery, whereas a 9.95% increase was noted for the
direct delivery mode compared with the dose at the reference level of 0 mm bolus
thickness. Discussion: Our results suggest that it is necessary to formulate a new
treatment plan owing to increased dose error, if the body thickness decreases by more than
20 mm and 10 mm for the helical and direct delivery modes, respectively. The results also
demonstrate that helical delivery is less affected by changes in body thickness than
direct delivery.
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Affiliation(s)
- Hiroya Ito
- Department of Radiation Therapy, Suzuka General Hospital, Japan
- Graduate School of Health Science, Suzuka University of Medical Science, Japan
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12
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Hopkinson J. Psychosocial Support in Cancer Cachexia Syndrome: The Evidence for Supported Self-Management of Eating Problems during Radiotherapy or Chemotherapy Treatment. Asia Pac J Oncol Nurs 2018; 5:358-368. [PMID: 30271817 PMCID: PMC6103201 DOI: 10.4103/apjon.apjon_12_18] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
People receiving cancer treatment are at nutritional risk. Their eating problems can lead to malnutrition and weight loss. Involuntary weight loss is also a defining characteristic of tumor-induced cachexia. Weight loss is associated with poor tolerance of treatment, poor treatment outcomes, morbidity, and mortality. Support for self-management of nutritional risk may protect against malnutrition and be important in multimodal therapies to arrest the progression of cachexia. Nurses can help patients by supporting self-management of eating problems. This scoping review is about eating problems during cancer treatment. It considers patient experience and self-management of eating problems during cancer treatment for the proactive management of malnutrition and cachexia. It draws on a systematic search of Medline, CINAHL, PsycINFO, and the Cochrane Library for publications about people with cancer who have eating problems during treatment. Limits were English language; January 2000 to December 2017; adults. The search found studies about eating problems in patients treated with chemotherapy or radiotherapy for head-and-neck cancer, lung cancer, gastrointestinal cancer, breast cancer, testicular cancer, and ovarian cancer. Nutritional counseling can improve nutritional intake, quality of life, and weight. However, the patient perspective on self-management and how to motivate engagement in nutritional care is unexplored. There is a potential for reducing nutritional risk during cancer treatment using psychoeducation to support behavioral change, thus empower self-management of eating problems. Benefits are likely in subgroups of people receiving cancer treatment, such as those with head and neck, gastrointestinal, and lung cancers.
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Affiliation(s)
- Jane Hopkinson
- School of Healthcare Sciences, Cardiff University, Cardiff, UK
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13
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Naito T, Okayama T, Aoyama T, Ohashi T, Masuda Y, Kimura M, Shiozaki H, Murakami H, Kenmotsu H, Taira T, Ono A, Wakuda K, Imai H, Oyakawa T, Ishii T, Omori S, Nakashima K, Endo M, Omae K, Mori K, Yamamoto N, Tanuma A, Takahashi T. Skeletal muscle depletion during chemotherapy has a large impact on physical function in elderly Japanese patients with advanced non-small-cell lung cancer. BMC Cancer 2017; 17:571. [PMID: 28841858 PMCID: PMC5574084 DOI: 10.1186/s12885-017-3562-4] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2017] [Accepted: 08/17/2017] [Indexed: 12/12/2022] Open
Abstract
Background Elderly patient with advanced cancer is one of the most vulnerable populations. Skeletal muscle depletion during chemotherapy may have substantial impact on their physical function. However, there is little information about a direct relationship between quantity of muscle and physical function. We sought to explore the quantitative association between skeletal muscle depletion, and muscle strength and walking capacity in elderly patients with advanced non–small cell lung cancer (NSCLC). Methods Thirty patients aged ≥70 years with advanced NSCLC (stage III-IV) scheduled to initiate first-line chemotherapy were prospectively enrolled between January 2013 and November 2014. Lumbar skeletal muscle index (LSMI, cm2/m2), incremental shuttle walking distance (ISWD, m), and hand-grip strength (HGS, kg) were assessed at baseline, and 6 ± 2 weeks (T2) and 12 ± 4 weeks (T3) after study enrollment. Associations were analyzed using linear regression. Results Altogether, 11 women and 19 men with a median age of 74 (range, 70–82) years were included in the study; 24 received cytotoxic chemotherapy and 6, gefitinib. Mean ± standard deviation of LSMI, ISWD and HGS were 41.2 ± 7.8 cm2/m2, 326.0 ± 127.9 m, and 29.3 ± 8.5 kg, respectively. LSMI and ISWD significantly declined from baseline to T2 and T3. HGS significantly declined from baseline to T2 and T3 only in men. Change in LSMI was significantly associated with change in HGS (β = 0.3 ± 0.1, p = 0.0127) and ISWD (β = 8.8 ± 2.4, p = 0.0005). Conclusions Skeletal muscle depletion accompanied with physical functional decline started in the early phase of the chemotherapy in elderly patients with advanced NSCLC. Our results suggest that there may be a need for early supportive care in these patients to prevent functional decline during chemotherapy. Trial registration Trial registration number: UMIN000009768 Name of registry: UMIN (University hospital Medical Information Network). URL of registry: Date of registration: 14 January 2013. Date of enrolment of the first participant to the trial: 23 January 2013.
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Affiliation(s)
- Tateaki Naito
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.
| | - Taro Okayama
- Division of Rehabilitation Medicine, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Takashi Aoyama
- Division of Nutrition, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Takuya Ohashi
- Division of Rehabilitation Medicine, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.,Division of Physical Medicine and Rehabilitation, Shizuoka General Hospital, 4-27-1 Kita Ando Aoi-ku, Shizuoka City, 420-8527, Japan
| | - Yoshiyuki Masuda
- Division of Rehabilitation Medicine, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Madoka Kimura
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.,Department of Clinical Oncology, Osaka Medical Center for Cancer and Cardiovascular Diseases, 1-3-3 Nakamichi, Tosei-ku, Osaka, 537-8511, Japan
| | - Hitomi Shiozaki
- Division of Nutrition, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Haruyasu Murakami
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Hirotsugu Kenmotsu
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Tetsuhiko Taira
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Akira Ono
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Kazushige Wakuda
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Hisao Imai
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.,Division of Respiratory Medicine, Gunma Prefectural Cancer Center, 617-1 Takabayashi-nishi-machi, Ohta-shi, Gunma, 373-8550, Japan
| | - Takuya Oyakawa
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.,Division of Cardiology, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Takeshi Ishii
- Division of Rehabilitation Medicine, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Shota Omori
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Kazuhisa Nakashima
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Masahiro Endo
- Division of Diagnostic Radiology, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Katsuhiro Omae
- Division of Clinical Research Center, Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, Shizuoka, 411-8777, Japan
| | - Keita Mori
- Division of Clinical Research Center, Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, Shizuoka, 411-8777, Japan
| | - Nobuyuki Yamamoto
- Third Department of Internal Medicine, Wakayama Medical University, 811-1, Kimiidera, Wakayama-city, Japan
| | - Akira Tanuma
- Division of Rehabilitation Medicine, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Toshiaki Takahashi
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
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14
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Symptom Burden and Functional Dependencies Among Cancer Patients in Botswana Suggest a Need for Palliative Care Nursing. Cancer Nurs 2017; 39:E29-38. [PMID: 25881812 DOI: 10.1097/ncc.0000000000000249] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Palliative care and cancer nursing in sub-Saharan Africa is hampered by inadequate clinical resources and evidence base but is central to symptom management amid the growing cancer burden. OBJECTIVE The aim of this study is to describe symptom burden and functional dependencies of cancer patients in Botswana using the Memorial Symptom Assessment Scale-Short Form (MSAS-SF) and Enforced Social Dependency Scale (ESDS). METHODS A cross-sectional multisite study was conducted in Gaborone, Botswana, from June to August 2013 using MSAS-SF, ESDS, and Eastern Cooperative Oncology Group (ECOG) performance status at 1 time point. Descriptive statistics, tests of association, correlation, and scale validity were used. RESULTS Among the 100 cancer patients, 65 were women, 21 were inpatients, 48 were human immunodeficiency virus-positive, 23 had gynecological malignancies, 34 had stage 4 disease, and 54 received chemotherapy only. Sixty-four reported pain; 54, neuropathies; 51, weight loss; and 51, hunger. Most distressing symptoms were weight loss, body image, skin changes, and pain. Recreational/social role was most affected by cancer. Cronbach's α for both the MSAS-SF and ESDS was .91. Variations in means for MSAS-SF and ESDS were associated with ECOG grade 2 (P < .05); the ECOG moderately correlated (0.35) with MSAS-SF (P < .01). No associations with human immunodeficiency virus status were found. CONCLUSIONS Patients reported distressing levels of cancer pain, weight loss, hunger, and dependency in recreational/social activities. The Setswana translations of the MSAS-SF and ESDS were found reliable to assess cancer patients' symptoms and function. IMPLICATIONS FOR PRACTICE Nurses trained in palliative care are needed to meet cancer patients' pain and symptom management care needs.
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15
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Bowden JCS, Williams LJ, Simms A, Price A, Campbell S, Fallon MT, Fearon KCH. Prediction of 90 Day and Overall Survival after Chemoradiotherapy for Lung Cancer: Role of Performance Status and Body Composition. Clin Oncol (R Coll Radiol) 2017; 29:576-584. [PMID: 28652093 DOI: 10.1016/j.clon.2017.06.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 05/17/2017] [Accepted: 05/23/2017] [Indexed: 01/26/2023]
Abstract
AIMS If appropriate patients are to be selected for lung cancer treatment, an understanding of who is most at risk of adverse outcomes after treatment is needed. The aim of the present study was to identify predictive factors for 30 and 90 day mortality after chemoradiotherapy (CRT), and factors that were prognostic for overall survival. MATERIALS AND METHODS A retrospective cohort study of 194 patients with lung cancer who had undergone CRT in South East Scotland from 2008 to 2010 was undertaken. Gender, age, cancer characteristics, weight loss, body mass index (BMI), performance status (Eastern Cooperative Oncology Group; ECOG) and computed tomography-derived body composition variables were examined for prognostic significance using Cox's proportional hazards model and logistic regression. RESULTS The median overall survival was 19 months (95% confidence interval 16.3, 21.7). Four of 194 patients died within 30 days of treatment completion, for which there were no independent predictive variables; 22/194 (11%) died within 90 days of treatment completion. BMI < 20 and ECOG performance status ≥2 were independent predictors of death within 90 days of treatment completion (P = 0.001 and P = 0.004, respectively). Patients with either BMI < 20 or ECOG performance status ≥ 2 had an odds ratio of death within 90 days of 5.97 (95% confidence interval 2.20, 16.19), rising to an odds ratio of 13.27 (1.70, 103.47) for patients with both BMI < 20 and ECOG performance status ≥ 2. Patients with low muscle attenuation had significantly reduced overall survival (P = 0.004); individuals with low muscle attenuation had a median survival of 15.2 months (95% confidence interval 12.7, 17.7) compared with 23.0 months (95% confidence interval 18.3, 27.8) for those with high muscle attenuation, equating to a hazard ratio of death of 1.62 (95% confidence interval 1.17, 2.23, P = 0.003). CONCLUSION Poor performance status, low BMI and low muscle attenuation identify patients at increased risk of premature death after CRT. Risk factors for adverse outcomes should inform personalised discussions with patients about the potential harms as well as the intended benefits of treatment.
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Affiliation(s)
- J C S Bowden
- Edinburgh Cancer Research Centre, University of Edinburgh, Edinburgh, UK; University of St Andrews, St Andrews, UK; NHS Fife, Kirkcaldy, UK.
| | - L J Williams
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | | | - A Price
- Edinburgh Cancer Research Centre, University of Edinburgh, Edinburgh, UK; NHS Lothian, Edinburgh, UK
| | | | - M T Fallon
- Edinburgh Cancer Research Centre, University of Edinburgh, Edinburgh, UK; NHS Lothian, Edinburgh, UK
| | - K C H Fearon
- Edinburgh Cancer Research Centre, University of Edinburgh, Edinburgh, UK; NHS Lothian, Edinburgh, UK
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16
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Chandrasekar D, Tribett E, Ramchandran K. Integrated Palliative Care and Oncologic Care in Non-Small-Cell Lung Cancer. Curr Treat Options Oncol 2016; 17:23. [PMID: 27032645 PMCID: PMC4819778 DOI: 10.1007/s11864-016-0397-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OPINION STATEMENT Palliative care integrated into standard medical oncologic care will transform the way we approach and practice oncologic care. Integration of appropriate components of palliative care into oncologic treatment using a pathway-based approach will be described in this review. Care pathways build on disease status (early, locally advanced, advanced) as well as patient and family needs. This allows for an individualized approach to care and is the best means for proactive screening, assessment, and intervention, to ensure that all palliative care needs are met throughout the continuum of care. Components of palliative care that will be discussed include assessment of physical symptoms, psychosocial distress, and spiritual distress. Specific components of these should be integrated based on disease trajectory, as well as clinical assessment. Palliative care should also include family and caregiver education, training, and support, from diagnosis through survivorship and end of life. Effective integration of palliative care interventions have the potential to impact quality of life and longevity for patients, as well as improve caregiver outcomes.
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Affiliation(s)
- Divya Chandrasekar
- />Hospice and Palliative Medicine, Stanford University School of Medicine, 2502 Galahad Court, San Jose, CA 95122 USA
| | - Erika Tribett
- />General Medical Disciplines, Stanford University School of Medicine, Medical School Office Building, 1265 Welch Road, MC 5475, Stanford, CA 94305 USA
| | - Kavitha Ramchandran
- />Outpatient Palliative Medicine, Stanford Cancer Institute, Medical School Office Building, 1265 Welch Road MC 5475, Stanford, CA 94305 USA
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17
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Wang H, Liu X, Rice SJ, Belani CP. Pulmonary Rehabilitation in Lung Cancer. PM R 2016; 8:990-996. [PMID: 27060645 DOI: 10.1016/j.pmrj.2016.03.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 03/18/2016] [Accepted: 03/30/2016] [Indexed: 12/25/2022]
Abstract
Lung cancer remains a challenging disease with high morbidity and mortality despite targeted therapy. Symptom burden related to cancer impairs quality of life and functional status in patients with lung cancer and in survivors. Pulmonary rehabilitation has been recognized as an effective, noninvasive intervention for patients with chronic respiratory disease. It is well established that pulmonary rehabilitation benefits patients with chronic obstruction pulmonary disease through improved exercise capacity and symptoms. Evidence is increasing that the benefit of pulmonary rehabilitation can be applied to patients with lung cancer. Comprehensive pulmonary rehabilitation has made its way as a cornerstone of integrated care for patients with lung cancer. LEVEL OF EVIDENCE V.
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Affiliation(s)
- Hongmei Wang
- Department of Physical Medicine & Rehabilitation, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Xin Liu
- Penn State Hershey Cancer Institute, Pennsylvania State University College of Medicine, Hershey, PA
| | - Shawn J Rice
- Penn State Hershey Cancer Institute, Pennsylvania State University College of Medicine, Hershey, PA
| | - Chandra P Belani
- Penn State Hershey Cancer Institute, Pennsylvania State University College of Medicine, 500 University Dr, Hershey, PA 17033
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18
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Cui W, Bennett AW, Zhang P, Barrow KR, Kearney SR, Hankey KG, Taylor-Howell C, Gibbs AM, Smith CP, MacVittie TJ. A non-human primate model of radiation-induced cachexia. Sci Rep 2016; 6:23612. [PMID: 27029502 PMCID: PMC4814846 DOI: 10.1038/srep23612] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Accepted: 03/10/2016] [Indexed: 12/25/2022] Open
Abstract
Cachexia, or muscle wasting, is a serious health threat to victims of radiological accidents or patients receiving radiotherapy. Here, we propose a non-human primate (NHP) radiation-induced cachexia model based on clinical and molecular pathology findings. NHP exposed to potentially lethal partial-body irradiation developed symptoms of cachexia such as body weight loss in a time- and dose-dependent manner. Severe body weight loss as high as 20–25% was observed which was refractory to nutritional intervention. Radiographic imaging indicated that cachectic NHP lost as much as 50% of skeletal muscle. Histological analysis of muscle tissues showed abnormalities such as presence of central nuclei, inflammation, fatty replacement of skeletal muscle, and muscle fiber degeneration. Biochemical parameters such as hemoglobin and albumin levels decreased after radiation exposure. Levels of FBXO32 (Atrogin-1), ActRIIB and myostatin were significantly changed in the irradiated cachectic NHP compared to the non-irradiated NHP. Our data suggest NHP that have been exposed to high dose radiation manifest cachexia-like symptoms in a time- and dose-dependent manner. This model provides a unique opportunity to study the mechanism of radiation-induced cachexia and will aid in efficacy studies of mitigators of this disease.
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Affiliation(s)
- Wanchang Cui
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Alexander W Bennett
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Pei Zhang
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Kory R Barrow
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Sean R Kearney
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Kim G Hankey
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Cheryl Taylor-Howell
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Allison M Gibbs
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Cassandra P Smith
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
| | - Thomas J MacVittie
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, 21201 USA 10 South Pine Street, MSTF Room 604, Baltimore, MD 21201 USA
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19
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Sanders KJC, Hendriks LE, Troost EGC, Bootsma GP, Houben RMA, Schols AMWJ, Dingemans AMC. Early Weight Loss during Chemoradiotherapy Has a Detrimental Impact on Outcome in NSCLC. J Thorac Oncol 2016; 11:873-9. [PMID: 26940529 DOI: 10.1016/j.jtho.2016.02.013] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Revised: 02/16/2016] [Accepted: 02/21/2016] [Indexed: 11/29/2022]
Abstract
OBJECTIVES The aim of this study was to assess the effect of early weight loss before the onset of radiation esophagitis on overall survival (OS) in patients with non-small cell lung cancer treated with concurrent chemoradiotherapy. METHODS Characteristics (e.g., patient weight, radiation esophagitis score, sex, World Health Organization performance status, chemotherapy dose, nodal status, and gross tumor volume) of 151 patients who received concurrent chemoradiotherapy (in 2006-2013) were retrospectively correlated with OS. Early weight loss was defined as weight loss of more than 5% between the start and third week of radiotherapy in patients whose weight was stable before treatment initiation. RESULTS In 17% of the patients early weight loss was observed. Median OS (95% confidence interval [CI]) was significantly shorter in the early weight loss group (OS = 13.0 months, 95% CI: 2.0-24.0) versus in the non-early weight loss group (OS = 23.0 months, 95% CI: 14.7-31.3) (hazard ratio [HR] = 1.8, 95% CI: 1.12-2.96, p = 0.017). On multivariate analysis sex (HR = 2.1, 95% CI: 1.33-3.29, p = 0.001), World Health Organization performance status (HR = 1.9, 95% CI: 1.20-2.97, p = 0.006), nodal status (HR = 2.9, 95% CI: 1.38-6.01, p = 0.005), and early weight loss (HR = 1.9, 95% CI: 1.10-3.19, p = 0.022) were associated with OS. CONCLUSIONS Early weight loss in patients with non-small cell lung cancer was found to be associated with worse prognosis. These data warrant further investigation into the efficacy of tailored intervention to prevent early weight loss.
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Affiliation(s)
- Karin J C Sanders
- Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, The Netherlands.
| | - Lizza E Hendriks
- Department of Respiratory Medicine, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Esther G C Troost
- Department of Radiation Oncology (MAASTRO Clinic), GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands; Institute of Radiooncology, Helmholtz-Zentrum Dresden-Rossendorf, Germany
| | - Gerben P Bootsma
- Department of Respiratory Medicine, Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Ruud M A Houben
- Department of Radiation Oncology (MAASTRO Clinic), GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Annemie M W J Schols
- Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Anne-Marie C Dingemans
- Department of Respiratory Medicine, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
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Abstract
PURPOSE OF REVIEW To review new putative mechanisms involved in the pathophysiology of a disturbed energy balance in cancer cachexia, which can lead to novel targets for clinical cachexia management. In the context of rapid developments in tumour treatment with potential systemic consequences, this article reviews recent data on energy requirements. Furthermore, we focus on new insights in brown adipose tissue (BAT) activity and reward processing in the brain in relation to the cachexia process. RECENT FINDINGS Nearly no new data have been published on energy requirements of cancer patients in the light of comprehensive new therapies in oncology. New developments, such as the introduction of staging with 18F-fluorodeoxyglucose PET-computed tomography scanning, led to the observation that BAT activation may contribute to impaired energy balance in cancer cachexia. Animal and human data to date provide an indication that BAT activation indeed occurs, but its quantitative impact on the degree of cachexia is controversial. The peripheral and central nervous system is known to influence satiation, with a possible role for impaired food reward processing in the brain. To date, there are limited confirmatory data, but this is an interesting new area to explore for better understanding and treating cancer-induced anorexia. SUMMARY The multimodal approach to counteract cancer cachexia should expand its targets to BAT and food reward processing in the brain.
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Affiliation(s)
- Judith de Vos-Geelen
- aDepartment of Internal Medicine, Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands bDepartment of Surgery, University of Edinburgh, Edinburgh, United Kingdom cDepartment of Respiratory Medicine, NUTRIM School of Nutrition, Toxicology and Metabolism, Maastricht University Medical Centre, Maastricht, The Netherlands
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