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Suazo-Zepeda E, Viddeleer AR, Maas WJ, Postmus D, Heuvelmans MA, Hiltermann TJN, De Bock GH. CT-assessed sarcopenia and immune-related adverse events in patients with lung cancer: A competing risk time-to-event analysis. Lung Cancer 2025; 199:108054. [PMID: 39708387 DOI: 10.1016/j.lungcan.2024.108054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 12/02/2024] [Accepted: 12/03/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) can induce immune-related adverse events (irAEs). This study investigates the relationship between CT-assessed sarcopenia and irAEs in patients with lung cancer who are receiving ICIs. METHODS Patients were enrolled if they had lung cancer treated with ICIs at the University Medical Center Groningen (2015-2021) and had undergone low-dose CT scans that included the third lumbar vertebral level (L3). CT-assessed sarcopenia was defined based on reported L3 skeletal muscle mass index (L3SMI) thresholds. Patients were categorized into no, any-grade, and severe irAE groups. The association between CT-assessed sarcopenia and irAEs was assessed by competing risk time-to-event analysis, accounting for the risk of death. Sub-distribution hazard ratios (SDHR) were calculated using Fine-Gray regression models adjusted for relevant confounders. The association between CT-assessed sarcopenia and overall survival (OS) was evaluated through survival analyses. RESULTS We included 363 patients; most were male (60.9 %), had favorable Eastern Cooperative Oncology Group (ECOG) performance statuses (0-1; 90.1 %), had stage IV disease (92.8 %), and received ICI monotherapy (82.9 %). Of these, 45.6 % developed any-grade irAEs and 21 % developed severe irAEs. Endocrine disorders were the most common mild irAEs (24.8 %), while respiratory disorders were the most common severe irAEs (24.7 %). CT-assessed sarcopenia was more prevalent in the no irAE group (87 %) compared with the any-grade (77 %) and severe (79 %) irAE groups. Presence of CT-assessed sarcopenia was associated with a lower risk of developing any irAEs (SDHR = 0.62 [95 % CI: 0.41-0.92]). No significant association was found between CT-assessed sarcopenia and severe irAEs (fully adjusted model, SDHR = 0.74 [95 % CI: 0.39-1.4]), or between CT-assessed sarcopenia and OS. CONCLUSION CT-assessed sarcopenia is associated with a reduced risk of any irAEs in patients with lung cancer receiving ICIs, possibly because higher muscle mass enhances the host response to immunological stimulation. Recognizing sarcopenia as a predictive factor for irAEs is relevant for personalizing treatments.
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Affiliation(s)
- Erick Suazo-Zepeda
- University of Groningen, University Medical Center Groningen, Department of Epidemiology, Groningen, Netherlands (the).
| | - Alain R Viddeleer
- University of Groningen, University Medical Center Groningen, Medical Imaging Centre, Department of Radiology, Groningen, Netherlands (the)
| | - Willemijn J Maas
- University of Groningen, University Medical Center Groningen, Department of Epidemiology, Groningen, Netherlands (the)
| | - Douwe Postmus
- University of Groningen, University Medical Center Groningen, Department of Epidemiology, Groningen, Netherlands (the)
| | - Marjolein A Heuvelmans
- University of Groningen, University Medical Center Groningen, Department of Epidemiology, Groningen, Netherlands (the); Institute for Diagnostic Accuracy, Groningen, Netherlands (the); Department of Respiratory Medicine, Amsterdam University Medical Center, Amsterdam, Netherlands (the)
| | - T Jeroen N Hiltermann
- University of Groningen, University Medical Center Groningen, Department of Pulmonology, Groningen, Netherlands (the)
| | - Geertruida H De Bock
- University of Groningen, University Medical Center Groningen, Department of Epidemiology, Groningen, Netherlands (the)
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Zhang Y, Zhang L, Guan Y, Chen K, Zhang W, Hu Z, Chen Y. Establishment and validation of a risk prediction model for sarcopenia in gastrointestinal cancer patients: A systematic review and meta-analysis-based approach. Clin Nutr 2024; 43:91-98. [PMID: 39357087 DOI: 10.1016/j.clnu.2024.08.014] [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: 05/28/2024] [Revised: 08/09/2024] [Accepted: 08/15/2024] [Indexed: 10/04/2024]
Abstract
OBJECTIVE The study aimed to develop a model to predict the risk of sarcopenia in gastrointestinal cancer patients. The goal was to identify these patients early and classify them into different risk categories based on their likelihood of developing sarcopenia. METHODS This study evaluated risk factors for sarcopenia in patients with gastrointestinal cancers through a systematic review and meta-analysis. The natural logarithm of the combined risk estimate for each factor was used as a coefficient to assign scores within the model for risk prediction. Data from 270 patients with gastrointestinal cancers, collected between October 2023 and April 2024, was used to assess the predictive performance of the scoring model. RESULTS The analysis included 17 studies that included 9405 patients with gastrointestinal cancers, out of which 4361 had sarcopenia. The model identified several significant predictors of sarcopenia, including age (OR = 2.45), sex (OR = 1.15), combined diabetes (OR = 2.02), neutrophil-to-lymphocyte ratio (NLR) category (OR = 1.61), TNM stage (OR = 1.61), and weight change (OR = 1.60). Model validation was performed using an external cohort through logistic regression, resulting in an area under the curve (AUC) of 0.773. This model attained a sensitivity of 0.714 and a specificity of 0.688 and ultimately selected 16.5 as the ideal critical risk score. Furthermore, an AUC of 0.770 was obtained from Bayesian model validation; the optimal critical risk score was determined to be 19.0, which corresponds to a sensitivity of 0.658 and a specificity of 0.847. CONCLUSIONS The model of risk prediction developed through systematic review and meta-analysis demonstrates substantial for sarcopenia in patients with gastrointestinal cancers. Its clinical usability facilitates the screening of patients at high risk for sarcopenia.
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Affiliation(s)
- Ying Zhang
- School of Nursing, Wenzhou Medical University, Wenzhou 315035, China; Cixi Biomedical Research Institute, Wenzhou Medical University, Cixi 315300, China
| | - Lufang Zhang
- The First Clinical College, Wenzhou Medical University, Wenzhou 325000, China
| | - Yaqi Guan
- Department of Orthopaedics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Keya Chen
- The First Clinical College, Wenzhou Medical University, Wenzhou 325000, China
| | - Wei Zhang
- The First Clinical College, Wenzhou Medical University, Wenzhou 325000, China
| | - Zheqing Hu
- Department of Nursing, Cixi People's Hospital, Wenzhou Medical University, Cixi 315300, China
| | - Yu Chen
- Nursing Department, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China.
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Su Q, Shen J. Predictive role of preoperative sarcopenia for long-term survival in rectal cancer patients: A meta-analysis. PLoS One 2024; 19:e0303494. [PMID: 38771764 PMCID: PMC11108127 DOI: 10.1371/journal.pone.0303494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/25/2024] [Indexed: 05/23/2024] Open
Abstract
PURPOSE To identify the predictive role of sarcopenia in long-term survival among rectal cancer patients who underwent surgery based on available evidence. METHODS The Medline, EMBASE and Web of Science databases were searched up to October 20, 2023, for relevant studies. Overall survival (OS), disease-free survival (DFS) and cancer-specific survival (CSS) were the endpoints. Hazard ratios (HRs) and 95% confidence intervals (CIs) were combined to evaluate the association between sarcopenia and survival. RESULTS Fifteen studies with 4283 patients were included. The pooled results demonstrated that preoperative sarcopenia significantly predicted poorer OS (HR = 2.07, 95% CI = 1.67-2.57, P<0.001), DFS (HR = 1.85, 95% CI = 1.39-2.48, P<0.001) and CSS (HR = 1.83, 95% CI = 1.31-2.56, P<0.001). Furthermore, subgroup analysis based on neoadjuvant therapy indicated that sarcopenia was a risk factor for worse OS and DFS in patients who received (OS: HR = 2.44, P<0.001; DFS: HR = 2.16, P<0.001) but not in those who did not receive (OS: HR = 2.44, P<0.001; DDFS: HR = 1.86, P = 0.002) neoadjuvant chemoradiotherapy. In addition, subgroup analysis based on sample size and ethnicity showed similar results. CONCLUSION Preoperative sarcopenia is significantly related to poor survival in surgical rectal cancer patients and could serve as a novel and valuable predictor of long-term prognosis in these patients.
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Affiliation(s)
- Qiutong Su
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Jia Shen
- Department of Critical Care Medicine, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
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Okayama T, Suzuki K, Morishita S, Inoue J, Tanaka T, Nakano J, Fukushima T. Pretreatment quality of life and survival in patients with lung cancer: a systematic review and meta-analysis. BMC Cancer 2024; 24:495. [PMID: 38637726 PMCID: PMC11027547 DOI: 10.1186/s12885-024-12267-w] [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: 12/31/2023] [Accepted: 04/16/2024] [Indexed: 04/20/2024] Open
Abstract
BACKGROUND Although many studies have explored the correlation between quality of life and survival, none have reported this relationship for specific cancers assessed at distinct time points. This meta-analysis aimed to investigate the impact of pretreatment Global Quality of Life (QOL) and functioning QOL, including physical, social, role, emotional, and cognitive QOLs, on mortality risk in patients with lung cancer. METHODS A literature search was conducted across the Cumulative Index to Nursing and Allied Health Literature (CINAHL), Scopus, and PubMed databases for articles published between their inception and December 2022. Subsequently, 11 studies were selected based on predefined eligibility criteria to investigate the relationship between pretreatment QOLs and mortality risk in patients with lung cancer. RESULTS Pretreatment global, physical, social, role, and emotional QOLs were significantly associated with mortality risk as follows: Global QOL (hazard ratio [HR] = 1.08 95% confidence interval [CI] = 1.03-1.13); Physical QOL (HR = 1.04 95% CI = 1.02-1.05); Social QOL (HR = 1.02 95% CI = 1.01-1.03; Role QOL (HR = 1.01 95% CI = 1.01-1.02); Emotional QOL (HR = 1.01 95% CI = 1.00-1.03). CONCLUSIONS These findings underscore the importance of early QOL assessment after diagnosis as well as early provision of physical, social, and psychological support accommodating each patient's demands. TRIAL REGISTRATION The International Prospective Register of Systematic Reviews registration number CRD42023398206, Registered on February 20, 2023.
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Affiliation(s)
- Taro Okayama
- Division of Rehabilitation Medicine, Shizuoka Cancer Center, Shizuoka, Japan
| | - Katsuyoshi Suzuki
- Division of Rehabilitation Medicine, Shizuoka Cancer Center, Shizuoka, Japan
| | - Shinichiro Morishita
- Department of Physical Therapy, School of Health Science, Fukushima Medical University, Fukushima, Japan
| | - Junichiro Inoue
- Division of Rehabilitation Medicine, Kobe University Hospital International Clinical Cancer Research Center, Kobe, Japan
| | - Takashi Tanaka
- Department of Rehabilitation, Hyogo Medical University Hospital, Nishinomiya, Japan
| | - Jiro Nakano
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Takuya Fukushima
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan.
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López-Gómez JJ, García-Beneitez D, Jiménez-Sahagún R, Izaola-Jauregui O, Primo-Martín D, Ramos-Bachiller B, Gómez-Hoyos E, Delgado-García E, Pérez-López P, De Luis-Román DA. Nutritional Ultrasonography, a Method to Evaluate Muscle Mass and Quality in Morphofunctional Assessment of Disease Related Malnutrition. Nutrients 2023; 15:3923. [PMID: 37764706 PMCID: PMC10534706 DOI: 10.3390/nu15183923] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 09/04/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] Open
Abstract
Nutritional ultrasonography is an emerging technique for measuring muscle mass and quality. The study aimed to evaluate the relationship between the parameters of body mass and quality of ultrasonography with other parameters of morphofunctional assessment in patients with disease-related malnutrition (DRM). METHODS A cross-sectional study was developed on 144 patients diagnosed with DRM according to the Global Leadership Initiative on Malnutrition (GLIM) criteria. Morphofunctional evaluation was assessed with anthropometric variables, handgrip strength and bioelectrical impedanciometry (BIA). Nutritional ultrasonography of quadriceps rectus femoris (QRF) was made (muscle mass (Muscle Area of Rectus Femoris index (MARFI)), Y axis and muscle quality (X-Y index and echogenicity). RESULTS The mean age of patients was 61.4 (17.34) years. The prevalence of sarcopenia in the sample was 33.3%. Patients with sarcopenia (S) had lower values of MARFI [(S: 1.09 (0.39) cm2/m2; NoS: 1.27 (0.45); p = 0.02), Y axis (S: 0.88 (0.27); NoS: 1.19 (0.60); p < 0.01) and X-Y index (S: 1.52 (0.61); NoS: 1.30 (0.53); p < 0.01)]. There was a correlation between BIA parameters (phase angle) and muscle mass ultrasonographic variables (MARFI) (r = 0.35; p < 0.01); there was an inverse correlation between muscle quality ultrasonographic variables (echogenicity) and handgrip strength (r = -0.36; p < 0.01). In the multivariate analysis adjusted by age, the highest quartile of the X-Y index had more risk of death OR: 4.54 CI95% (1.11-18.47). CONCLUSIONS In patients with DRM and sarcopenia, standardized muscle mass and muscle quality parameters determined by ultrasonography of QRF are worse than in patients without sarcopenia. Muscle quality parameters had an inverse correlation with electric parameters from BIA and muscle strength. The highest quartile of the X-Y index determined by ultrasonography was associated with increased mortality risk.
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Affiliation(s)
- Juan José López-Gómez
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | | | - Rebeca Jiménez-Sahagún
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Olatz Izaola-Jauregui
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - David Primo-Martín
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Beatriz Ramos-Bachiller
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Emilia Gómez-Hoyos
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Esther Delgado-García
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Paloma Pérez-López
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Daniel A. De Luis-Román
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
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