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Hanna PE, Ouyang T, Tahir I, Katz‐Agranov N, Wang Q, Mantz L, Strohbehn I, Moreno D, Harden D, Dinulos JE, Cosar D, Seethapathy H, Gainor JF, Shah SJ, Gupta S, Leaf DE, Fintelmann FJ, Sise ME. Sarcopenia, adiposity and large discordance between cystatin C and creatinine-based estimated glomerular filtration rate in patients with cancer. J Cachexia Sarcopenia Muscle 2024; 15:1187-1198. [PMID: 38646842 PMCID: PMC11154767 DOI: 10.1002/jcsm.13469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 12/15/2023] [Accepted: 03/06/2024] [Indexed: 04/23/2024] Open
Abstract
BACKGROUND Creatinine-based estimated glomerular filtration rate (eGFRCRE) may overestimate kidney function in patients with sarcopenia. While cystatin C-based eGFR (eGFRCYS) is less affected by muscle mass, it may underestimate kidney function in patients with obesity. We sought to evaluate the relationship between body composition defined by computed tomography (CT) scans and discordance between creatinine, eGFRCRE and eGFRCYS in adult patients with cancer. METHODS This study is a cross-sectional study of consecutive adults with cancer with an abdominal CT scan performed within 90 days of simultaneous eGFRCRE and eGFRCYS measurements between May 2010 and January 2022. Muscle and adipose tissue cross-sectional areas were measured at the level of the third lumbar vertebral body using a validated deep-learning pipeline. CT-defined sarcopenia was defined using independent sex-specific cut-offs for skeletal muscle index (<39 cm2/m2 for women and <55 cm2/m2 for men). High adiposity was defined as the highest sex-specific quartile of the total (visceral plus subcutaneous) adiposity index in the cohort. The primary outcome was eGFR discordance, defined by eGFRCYS > 30% lower than eGFRCRE; the secondary outcome was eGFRCYS > 50% lower than eGFRCRE. The odds of eGFR discordance were estimated using multivariable logistic regression modelling. Unadjusted spline regression was used to evaluate the relationship between skeletal muscle index and the difference between eGFRCYS and eGFRCRE. RESULTS Of the 545 included patients (mean age 63 ± 14 years, 300 [55%] females, 440 [80.7%] non-Hispanic white), 320 (58.7%) met the criteria for CT-defined sarcopenia, and 136 (25%) had high adiposity. A total of 259 patients (48%) had >30% eGFR discordance, and 122 (22.4%) had >50% eGFR discordance. After adjustment for potential confounders, CT-defined sarcopenia and high adiposity were both associated with >30% eGFR discordance (adjusted odds ratio [aOR] 1.90, 95% confidence interval [CI] 1.12-3.24; aOR 2.01, 95% CI 1.15-3.52, respectively) and >50% eGFR discordance (aOR 2.34, 95% CI 1.21-4.51; aOR 2.23, 95% CI 1.19-4.17, respectively). A spline model demonstrated that as skeletal muscle index decreases, the predicted difference between eGFRCRE and eGFRCYS widens considerably. CONCLUSIONS CT-defined sarcopenia and high adiposity are both independently associated with large eGFR discordance. Incorporating valuable information from body composition analysis derived from CT scans performed as a part of routine cancer care can impact the interpretation of GFR estimates.
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Affiliation(s)
- Paul E. Hanna
- Division of Nephrology, Department of MedicineMedical College of WisconsinMilwaukeeWIUSA
| | - Tianqi Ouyang
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Ismail Tahir
- Department of RadiologyMassachusetts General HospitalBostonMAUSA
| | - Nurit Katz‐Agranov
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Qiyu Wang
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Lea Mantz
- Department of RadiologyMassachusetts General HospitalBostonMAUSA
- Department of Diagnostic and Interventional RadiologyUniversity Medical Center of the Johannes Gutenberg University MainzMainzGermany
| | - Ian Strohbehn
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Daiana Moreno
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Destiny Harden
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - James E. Dinulos
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Duru Cosar
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Harish Seethapathy
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Justin F. Gainor
- Division of Hematology and Oncology, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Sachin J. Shah
- Division of General Internal Medicine, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | - Shruti Gupta
- Division of Renal Medicine, Department of MedicineBrigham and Women's HospitalBostonMAUSA
- Adult Survivorship ProgramDana‐Farber Cancer InstituteBostonMAUSA
| | - David E. Leaf
- Division of General Internal Medicine, Department of MedicineMassachusetts General HospitalBostonMAUSA
| | | | - Meghan E. Sise
- Division of Nephrology, Department of MedicineMassachusetts General HospitalBostonMAUSA
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Baş D, Atahan C, Tezcanli E. An analysis of phase angle and standard phase angle cut-off values and their association with survival in head and neck cancer patients undergoing radiotherapy. Clin Nutr 2023; 42:1445-1453. [PMID: 37451156 DOI: 10.1016/j.clnu.2023.06.020] [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: 04/12/2023] [Revised: 06/18/2023] [Accepted: 06/26/2023] [Indexed: 07/18/2023]
Abstract
OBJECTIVE The objective of this study is to identify the cutoff values for phase angle (PA) and standard phase angle (SPA) parameters, as determined by bioelectrical impedance analysis (BIA), for predicting malnutrition and investigating their association with overall survival in head and neck cancer (HNC) patients undergoing radiotherapy. METHODS In this study, nutritional assessment and follow-up of HNC patients undergoing radiotherapy (RT) between November 2017 and September 2022 were assessed. Nutritional assessment, body composition (BC), and PA results obtained from BIA (Tanita MC-980) were retrospectively evaluated. Statistical Package for Social Sciences (SPSS) version 25.0 (IBM Corp., Armonk, NY, USA) was used for statistical analysis. The results were evaluated at a confidence interval of 95% and a significance level of p ≤ 0.05. RESULTS A total of 53 patients, including 37 (70%) men and 16 (30%) women, with a median age of 60 (23-87 years) were included. The median follow-up time was 51 (range 24-59) months. The mean PA of the patients was calculated as 4.99° (±0.92, 95% CI: 4.74-5.25). The PA of patients with malnutrition (4.66° ± 0.87) was lower than that of well-nourished patients (5.71° ± 0.56) (p < 0.001). As a result of the ROC analysis based on this finding, the ideal PA cut-off point for determining the presence of malnutrition was found to be 5.65, with a sensitivity of 85%, specificity of 79%, accuracy of 83%, and a model discrimination power of excellent level (AUC: 85%, p < 0.001). The median overall survival time of the patients was calculated as 51 months (24-59 months). The mortality rate during the follow-up period was 13%, while the 1-, 3-, and 5-year overall survival rates of the patients were 96.1%, 89.3%, and 86.8%, respectively. Patients with SPA values less than -1.65 had a 5-year overall survival rate of 77.4%, while those with SPA values greater than or equal to -1.65 had a 5-year overall survival rate of 100% (p = 0.030) CONCLUSION: Our study recommends using PA and SPA as standard criteria for detecting malnutrition in HNC patients undergoing RT, with cut-off points of 5.65 and -1.65 respectively, to prevent treatment interruptions and improve outcomes. Further research is needed to validate the SPA cut-off value and its relationship with clinical outcomes, as SPA may be a more effective predictor of malnutrition and overall survival than PA alone.
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Affiliation(s)
- Dilşat Baş
- Acıbadem Altunizade Hospital, Department of Nutrition and Dietetics, Istanbul, Turkiye; Istanbul Galata University, Department of Nutrition and Dietetics, School of Health Sciences, Istanbul, Turkiye.
| | - Ceren Atahan
- Acibadem Mehmet Ali Aydınlar University, Medical School, Radiation Oncology Department, Istanbul, Turkiye.
| | - Evrim Tezcanli
- Acibadem Altunizade Hospital, Radiation Oncology Department, Istanbul, Turkiye.
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Hanna L, Sellahewa R, Huggins CE, Lundy J, Croagh D. Relationship between circulating tumour DNA and skeletal muscle stores at diagnosis of pancreatic ductal adenocarcinoma: a cross-sectional study. Sci Rep 2023; 13:9663. [PMID: 37316578 DOI: 10.1038/s41598-023-36643-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 06/07/2023] [Indexed: 06/16/2023] Open
Abstract
Low skeletal muscle index (SMI) and low skeletal muscle radiodensity (SMD) are associated with reduced survival time in pancreatic ductal adenocarcinoma (PDAC). The negative prognostic impact of low SMI and low SMD is often reported as independent of cancer stage when using traditional clinical staging tools. Therefore, this study sought to explore the relationship between a novel marker of tumour burden (circulating tumour DNA) and skeletal muscle abnormalities at diagnosis of PDAC. A retrospective cross-sectional study was conducted in patients who had plasma and tumour tissue samples stored in the Victorian Pancreatic Cancer Biobank (VPCB) at diagnosis of PDAC, between 2015 and 2020. Circulating tumour DNA (ctDNA) of patients with G12 and G13 KRAS mutations was detected and quantified. Pre-treatment SMI and SMD derived from analysis of diagnostic computed tomography imaging was tested for its association to presence and concentration of ctDNA, as well as conventional staging, and demographic variables. The study included 66 patients at PDAC diagnosis; 53% female, mean age 68.7 years (SD ± 10.9). Low SMI and low SMD were present in 69.7% and 62.1% of patients, respectively. Female gender was an independent risk factor for low SMI (OR 4.38, 95% CI 1.23-15.55, p = 0.022), and older age an independent risk factor for low SMD (OR 1.066, 95% CI 1.002-1.135, p = 0.044). No association between skeletal muscle stores and concentration of ctDNA (SMI r = - 0.163, p = 0.192; SMD r = 0.097, p = 0.438) or stage of disease according to conventional clinical staging [SMI F(3, 62) = 0.886, p = 0.453; SMD F(3, 62) = 0.717, p = 0.545] was observed. These results demonstrate that low SMI and low SMD are highly prevalent at diagnosis of PDAC, and suggest they are comorbidities of cancer rather than related to the clinical stage of disease. Future studies are needed to identify the mechanisms and risk factors for low SMI and low SMD at diagnosis of PDAC to aid screening and intervention development.
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Affiliation(s)
- Lauren Hanna
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia.
- Department of Nutrition and Dietetics, Monash Health, Clayton, VIC, Australia.
| | - Rav Sellahewa
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Monash University, Clayton, VIC, Australia
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Department of Upper Gastrointestinal Surgery, Monash Health, Clayton, VIC, Australia
| | - Catherine E Huggins
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Global Obesity Centre (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Burwood, VIC, Australia
| | - Joanne Lundy
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Department of Molecular and Translational Science, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC, Australia
| | - Daniel Croagh
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Department of Upper Gastrointestinal Surgery, Monash Health, Clayton, VIC, Australia
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Overcoming barriers to timely recognition and treatment of cancer cachexia: Sharing Progress in Cancer Care Task Force Position Paper and Call to Action. Crit Rev Oncol Hematol 2023; 185:103965. [PMID: 36931616 DOI: 10.1016/j.critrevonc.2023.103965] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023] Open
Abstract
Cachexia is a life-threatening disorder affecting an estimated 50-80% of cancer patients. The loss of skeletal muscle mass in patients with cachexia is associated with an increased risk of anticancer treatment toxicity, surgical complications and reduced response. Despite international guidelines, the identification and management of cancer cachexia remains a significant unmet need owing in part to the lack of routine screening for malnutrition and suboptimal integration of nutrition and metabolic care into clinical oncology practice. In June 2020, Sharing Progress in Cancer Care (SPCC) convened a multidisciplinary task force of medical experts and patient advocates to examine the barriers preventing the timely recognition of cancer cachexia, and provide practical recommendations to improve clinical care. This position paper summarises the key points and highlights available resources to support the integration of structured nutrition care pathways.
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Dunne RF, Roeland EJ. The Interplay Among Pancreatic Cancer, Cachexia, Body Composition, and Diabetes. Hematol Oncol Clin North Am 2022; 36:897-910. [PMID: 36154783 DOI: 10.1016/j.hoc.2022.07.001] [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] [Indexed: 11/18/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is associated with complex changes in body composition. Visceral obesity and type 2 diabetes mellitus are established risk factors for developing PDAC; however, clinical and metabolic features of PDAC commonly lead to cancer cachexia, a hypermetabolic syndrome characterized by weight loss secondary to muscle and adipose tissue wasting. Reduction in muscle mass in patients with PDAC is associated with poorer survival in patients undergoing surgical resection and increased chemotherapy toxicity. Although no standardized treatment exists, a multidisciplinary, tailored, symptom-based approach is recommended to improve outcomes and quality of life for patients with PDAC and cachexia.
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Affiliation(s)
- Richard F Dunne
- Department of Medicine, Wilmot Cancer Institute, University of Rochester Medical Center, 601 Elmwood Avenue, Box 704, Rochester, NY 14642, USA.
| | - Eric J Roeland
- Division of Hematology/Oncology, Oregon Health and Science University, Knight Cancer Institute, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
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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: 1.0] [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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van Seventer E, Marquardt JP, Troschel AS, Best TD, Horick N, Azoba C, Newcomb R, Roeland EJ, Rosenthal M, Bridge CP, Greer JA, El-Jawahri A, Temel J, Fintelmann FJ, Nipp RD. Associations of Skeletal Muscle With Symptom Burden and Clinical Outcomes in Hospitalized Patients With Advanced Cancer. J Natl Compr Canc Netw 2021; 19:319-327. [PMID: 33513564 DOI: 10.6004/jnccn.2020.7618] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 07/08/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND Low muscle mass (quantity) is common in patients with advanced cancer, but little is known about muscle radiodensity (quality). We sought to describe the associations of muscle mass and radiodensity with symptom burden, healthcare use, and survival in hospitalized patients with advanced cancer. METHODS We prospectively enrolled hospitalized patients with advanced cancer from September 2014 through May 2016. Upon admission, patients reported their physical (Edmonton Symptom Assessment System [ESAS]) and psychological (Patient Health Questionnaire-4 [PHQ-4]) symptoms. We used CT scans performed per routine care within 45 days before enrollment to evaluate muscle mass and radiodensity. We used regression models to examine associations of muscle mass and radiodensity with patients' symptom burden, healthcare use (hospital length of stay and readmissions), and survival. RESULTS Of 1,121 patients enrolled, 677 had evaluable muscle data on CT (mean age, 62.86 ± 12.95 years; 51.1% female). Older age and female sex were associated with lower muscle mass (age: B, -0.16; P<.001; female: B, -6.89; P<.001) and radiodensity (age: B, -0.33; P<.001; female: B, -1.66; P=.014), and higher BMI was associated with higher muscle mass (B, 0.58; P<.001) and lower radiodensity (B, -0.61; P<.001). Higher muscle mass was significantly associated with improved survival (hazard ratio, 0.97; P<.001). Notably, higher muscle radiodensity was significantly associated with lower ESAS-Physical (B, -0.17; P=.016), ESAS-Total (B, -0.29; P=.002), PHQ-4-Depression (B, -0.03; P=.006), and PHQ-4-Anxiety (B, -0.03; P=.008) symptoms, as well as decreased hospital length of stay (B, -0.07; P=.005), risk of readmission or death in 90 days (odds ratio, 0.97; P<.001), and improved survival (hazard ratio, 0.97; P<.001). CONCLUSIONS Although muscle mass (quantity) only correlated with survival, we found that muscle radiodensity (quality) was associated with patients' symptoms, healthcare use, and survival. These findings underscore the added importance of assessing muscle quality when seeking to address adverse muscle changes in oncology.
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Affiliation(s)
- Emily van Seventer
- 1Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, and
| | - J Peter Marquardt
- 2Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Amelie S Troschel
- 2Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Till D Best
- 2Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.,3Department of Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany; and
| | - Nora Horick
- 4Department of Statistics, Massachusetts General Hospital and Harvard Medical School
| | - Chinenye Azoba
- 1Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, and
| | - Richard Newcomb
- 1Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, and
| | - Eric J Roeland
- 1Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, and
| | - Michael Rosenthal
- 5Dana-Farber Cancer Institute.,6Department of Radiology, Brigham and Women's Hospital
| | - Christopher P Bridge
- 7Massachusetts General Hospital and Brigham and Women's Hospital Center for Clinical Data Science, and
| | - Joseph A Greer
- 8Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Areej El-Jawahri
- 1Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, and
| | - Jennifer Temel
- 1Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, and
| | - Florian J Fintelmann
- 2Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ryan D Nipp
- 1Department of Medicine, Division of Hematology and Oncology, Massachusetts General Hospital Cancer Center and Harvard Medical School, and
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