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Trestini I, Belluomini L, Dodi A, Sposito M, Caldart A, Kadrija D, Pasqualin L, Riva ST, Scaglione IM, Tregnago D, Avancini A, Insolda J, Confortini L, Casali M, Menis J, Vita E, Cintoni M, Todesco M, Milanese G, Sperduti I, D'Onofrio M, Infante M, Tiseo M, Mele MC, Tortora G, Milella M, Bria E, Pilotto S. Body composition derangements in lung cancer patients treated with first-line pembrolizumab: A multicentre observational study. J Cachexia Sarcopenia Muscle 2024. [PMID: 39439222 DOI: 10.1002/jcsm.13568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 05/30/2024] [Accepted: 07/01/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND While immune checkpoint inhibitors (ICIs) are increasingly reshaping the therapeutic landscape of non-small-cell lung cancer (NSCLC), only a limited proportion of patients achieve a relevant and long-lasting benefit with these treatments, calling for the identification of clinical and, ideally modifiable, predictors of efficacy. Body composition phenotypes may reflect aspects of patients' immunology and thereby their ability to respond to ICIs. This study aims to explore the possible association between pre-treatment body composition phenotypes, tumour response, and clinical outcomes in patients receiving first-line pembrolizumab monotherapy for advanced NSCLC. METHODS A retrospective review of consecutive patients with treatment-naïve NSCLC and PD-L1 expression ≥50% undergoing pembrolizumab at three academic institutions was performed. Pre-treatment body composition parameters were measured at the third lumbar vertebra level by computed tomography, defined using pre-established cut-offs. Primary endpoint was objective response rate (ORR), secondary endpoints progression-free survival and overall survival (PFS and OS), compared through the log-rank test and the Cox proportional hazards model. RESULTS Data from 134 patients (93 males [69.4%] and 41 females [30.6%]) were collected. Median age was 69 years (range 36-85), with a median follow-up of 12 months (range 1-131). The median body mass index (BMI) was 24.5 (IQR 21.5; 26.1) kg/m2. Overall, 59.0% and 51.5% of patients met established radiographic criteria for evidence of sarcopenia and myosteatosis, respectively, which occur across the BMI spectrum. Multivariate regression analysis, adjusted for co-morbidities, revealed that sarcopenia (aOR 5.56, 95% CI. 2.46-12.6, P < 0.0001) and low intermuscular adipose tissue (IMAT) area (aOR 1.83, 95% CI. 1.22-2.83, P = 0.001) were associated with a lower rate of ORR (30.4% vs. 70.5%, P < 0.0001 and 30.7% vs. 73.2%, P < 0.0001, respectively). Moreover, both in univariate and multivariate analysis, adjusted for co-morbidities, low performance status according to the Eastern Cooperative Oncology Group scale (ECOG PS), sarcopenia and low IMAT were significantly related to short PFS (ECOG PS: aHR 2.73, 95% CI 1.60-4.66, P < 0.0001; sarcopenia: aHR 2.24, 95% CI 1.37-3.67, P = 0.001; IMAT depot: aHR 2.26, 95% 1.40-3.63, P = 0.002) and OS (ECOG PS: aHR 3.44, 95% CI 1.96-6.01, P < 0.0001; sarcopenia: aHR 4.68, 95% CI 2.44-8.99, P < 0.0001; IMAT depot: aHR 3.18, 95% 1.72-5.88, P < 0.0001). CONCLUSIONS Skeletal muscle abnormalities, apparently frequent in NSCLC, potentially represent intriguing predictive markers of response to ICIs and survival outcomes. Large prospective trials are needed to validate ICIs responders' clinical biomarkers.
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Affiliation(s)
- Ilaria Trestini
- Dietetic Service, Hospital Medical Direction, University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Lorenzo Belluomini
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Alessandra Dodi
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Marco Sposito
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | | | - Dzenete Kadrija
- Department of Medical Oncology, Santa Chiara Hospital, Trento, Italy
| | - Luca Pasqualin
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Silvia Teresa Riva
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Ilaria Mariangela Scaglione
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Daniela Tregnago
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Alice Avancini
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Jessica Insolda
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Linda Confortini
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Miriam Casali
- Medical Oncology Unit, Hospital 'ASST di Lodi', Lodi, Italy
| | - Jessica Menis
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Emanuele Vita
- Department of Traslational Medicine and Surgery, Medical Oncology Unit, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Marco Cintoni
- Department of Medical and Surgical Sciences, Department of Translational Medicine and Surgery, Clinical Nutrition Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Research and Training Center in Human Nutrition, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Marco Todesco
- Department of Radiology, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Gianluca Milanese
- Department of Medicine and Surgery (DiMeC), Section of Radiology, Unit of Surgical Sciences, University of Parma, Parma, Italy
| | - Isabella Sperduti
- Biostatistics Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Mirko D'Onofrio
- Department of Radiology, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Marco Infante
- Section of Diabetes & Metabolic Disorders, UniCamillus, Saint Camillus International University of Health Sciences, Rome, Italy
| | - Marcello Tiseo
- Department of Medicine and Surgery, Parma, Italy; Medical Oncology Unit, University Hospital of Parma, University Hospital of Parma, Parma, Italy
| | - Maria Cristina Mele
- Department of Medical and Surgical Sciences, Department of Translational Medicine and Surgery, Clinical Nutrition Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Research and Training Center in Human Nutrition, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giampaolo Tortora
- Department of Traslational Medicine and Surgery, Medical Oncology Unit, Università Cattolica del Sacro Cuore, Rome, Italy
- Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario Agostino Gemelli, Rome, Italy
| | - Michele Milella
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | - Emilio Bria
- Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario Agostino Gemelli, Rome, Italy
- Ospedale Isola Tiberina - Gemelli Isola, Rome, Italy
| | - Sara Pilotto
- Department of Engineering for Innovation Medicine (DIMI), Section of Innovation Biomedicine - Oncology Area, University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
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Liu Z, Lei T, Guo Y, Zheng C. The impact of sarcopenia on the efficacy of PD-1 inhibitors in non-small cell lung cancer and potential strategies to overcome resistance. Front Pharmacol 2024; 15:1377666. [PMID: 39101140 PMCID: PMC11294093 DOI: 10.3389/fphar.2024.1377666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Accepted: 06/18/2024] [Indexed: 08/06/2024] Open
Abstract
Recent studies have revealed that sarcopenia can adversely affect the efficacy of PD-1 inhibitors in the treatment of non-small cell lung cancer (NSCLC). PD-1 inhibitors are immune checkpoint inhibitors widely used in the treatment of various cancers. However, NSCLC patients may have poorer outcomes when receiving PD-1 inhibitor treatment, and sarcopenia may affect the efficacy of PD-1 inhibitors through immune and metabolic mechanisms. In this article, we summarize the reported negative impact of sarcopenia on the effectiveness of PD-1 inhibitors in the treatment of NSCLC in recent years. Based on existing research results, we analyze the possible mechanisms by which sarcopenia affects the efficacy of PD-1 inhibitors and discuss possible strategies to address this issue. This could help to understand the impact of sarcopenia on the treatment of PD-1 inhibitors and provide more accurate expectations of treatment outcomes for clinicians and patients. Additionally, we present tailored intervention strategies for sarcopenic patients undergoing PD-1 inhibitor therapy, aiming to optimize treatment efficacy and enhance patient quality of life. Nevertheless, further research is warranted to elucidate the mechanisms through which sarcopenia impacts PD-1 inhibitors and to identify more efficacious intervention approaches for improving the effectiveness of PD-1 inhibitor treatment in sarcopenic patients.
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Affiliation(s)
- Zhenchao Liu
- School of Pharmacy, Qingdao University, Qingdao, Shandong, China
| | - Tianxiang Lei
- Institute of Integrative Medicine, Qingdao University, Qingdao, Shandong, China
| | - Yunliang Guo
- Institute of Integrative Medicine, Qingdao University, Qingdao, Shandong, China
| | - Chongwen Zheng
- Department of Neurology, The 2nd Affiliated Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, China
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Medici F, Ferioli M, Cammelli S, Forlani L, Laghi V, Ma J, Cilla S, Buwenge M, Macchia G, Deodato F, Vadalà M, Malizia C, Tagliaferri L, Perrone AM, De Iaco P, Strigari L, Bazzocchi A, Rizzo S, Arcelli A, Morganti AG. Sarcopenic Obesity in Cervical Carcinoma: A Strong and Independent Prognostic Factor beyond the Conventional Predictors (ESTHER Study-AFRAID Project). Cancers (Basel) 2024; 16:929. [PMID: 38473291 DOI: 10.3390/cancers16050929] [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: 01/14/2024] [Revised: 02/12/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
Locally advanced cervical cancer represents a significant treatment challenge. Body composition parameters such as body mass index, sarcopenia, and sarcopenic obesity, defined by sarcopenia and BMI ≥ 30 kg/m2, have been identified as potential prognostic factors, yet their overall impact remains underexplored. This study assessed the relationship between these anthropometric parameters alongside clinical prognostic factors on the prognosis of 173 cervical cancer patients. Survival outcomes in terms of local control (LC), distant metastasis-free survival (DMFS), disease-free survival (DFS), and overall survival (OS) were analyzed using Kaplan regression methods-Meier and Cox. Older age, lower hemoglobin levels, higher FIGO (International Federation of Gynecology and Obstetrics) stages, and lower total radiation doses were significantly associated with worse outcomes. Univariate analysis showed a significant correlation between BMI and the outcomes examined, revealing that normal-weight patients show higher survival rates, which was not confirmed by the multivariate analysis. Sarcopenia was not correlated with any of the outcomes considered, while sarcopenic obesity was identified as an independent negative predictor of DFS (HR: 5.289, 95% CI: 1.298-21.546, p = 0.020) and OS (HR: 2.645, 95% CI: 1.275-5.488, p = 0.009). This study highlights the potential of sarcopenic obesity as an independent predictor of clinical outcomes. These results support their inclusion in prognostic assessments and treatment planning for patients with advanced cervical cancer.
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Affiliation(s)
- Federica Medici
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Martina Ferioli
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
| | - Silvia Cammelli
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Ludovica Forlani
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Viola Laghi
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Johnny Ma
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy
| | - Milly Buwenge
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
| | - Gabriella Macchia
- Radiotherapy Unit, Gemelli Molise Hospital, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 86100 Campobasso, Italy
| | - Francesco Deodato
- Radiotherapy Unit, Gemelli Molise Hospital, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 86100 Campobasso, Italy
| | - Maria Vadalà
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Claudio Malizia
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Luca Tagliaferri
- UOC di Radioterapia Oncologica, Dipartimento Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Roma, Italy
| | - Anna Myriam Perrone
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Division of Gynecologic Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Pierandrea De Iaco
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Division of Gynecologic Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Lidia Strigari
- Medical Physics, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Alberto Bazzocchi
- Diagnostic and Interventional Radiology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Stefania Rizzo
- Service of Radiology, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale (EOC), CH-6500 Lugano, Switzerland
| | - Alessandra Arcelli
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Alessio Giuseppe Morganti
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
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Ding HP, Ling YQ, Chen W, Ding Q, Xu LQ, Wu Y, Wang Q, Ni TH, He BQ. Effects of nutritional indices and inflammatory parameters on patients received immunotherapy for non-small cell lung cancer. Curr Probl Cancer 2024; 48:101035. [PMID: 37988903 DOI: 10.1016/j.currproblcancer.2023.101035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 10/09/2023] [Accepted: 10/31/2023] [Indexed: 11/23/2023]
Abstract
OBJECTIVE This research explored the relationship between a patient's nutritional state and inflammatory markers and the prognosis of their non-small cell lung cancer (NSCLC) treatment while receiving a combination of chemotherapy and immunotherapy. METHOD This retrospective and single-center analysis included NSCLC patients who received a combination of chemotherapy and immunotherapy at the Department of Oncology at Shanghai Lung Hospital. Patients were categorized based on malnutrition, sarcopenia, sarcopenic obesity, and advanced-lung-cancer-inflammation-index (ALI) scores after collecting nutritional and inflammatory indices. Kaplan-Meier and the Cox models were utilized to analyze survival. RESULTS There was a significant correlation between malnutrition, sarcopenia, sarcopenic obesity, and low ALI scores with lower overall survival (OS) and progression-free survival (PFS) (p < 0.05). Low ALI score and malnutrition were independent factors influencing patient survival in terms of both OS and PFS (p < 0.01). CONCLUSION The nutritional and inflammatory indices of immunotherapy-treated NSCLC patients substantially affect their prognosis. Assessing these variables could aid in optimizing treatment strategies and improving patient outcomes. Additional research is required to comprehend the intricate relationship between nutrition, inflammation, and cancer progression and to develop individualized therapies.
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Affiliation(s)
- Hui-Ping Ding
- Department of Nutrition, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yi-Qun Ling
- Department of Nutrition, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
| | - Wei Chen
- Department of Nutrition, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 226006, China
| | - Qin Ding
- Department of Nutrition, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 226006, China
| | - Liu-Qing Xu
- Department of Nutrition, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yan Wu
- Department of Nutrition, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Qiong Wang
- Department of Nutrition, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Tian-Hao Ni
- Department of Nutrition, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Bing-Qin He
- Department of Nutrition, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
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Park JE, Jo J, Youk J, Kim M, Yoon SH, Keam B, Kim TM, Kim DW. Prognostic utility of body composition parameters based on computed tomography analysis of advanced non-small cell lung cancer treated with immune checkpoint inhibitors. Insights Imaging 2023; 14:182. [PMID: 37880430 PMCID: PMC10600077 DOI: 10.1186/s13244-023-01532-4] [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: 05/31/2023] [Accepted: 09/25/2023] [Indexed: 10/27/2023] Open
Abstract
OBJECTIVE The purpose of this study was to evaluate the prognostic impact of body composition parameters based on computed tomography (CT) in patients with non-small cell lung cancer (NSCLC) who received ICI treatment. METHODS This retrospective study analyzed the data from advanced NSCLC patients treated with ICI therapy between 2013 and 2019. We included patients with NSCLC who underwent baseline CT scans. The exclusion criteria included patients who received three or more lines of chemotherapy, those with insufficient clinical information, or those without treatment response evaluation. RESULTS A total of 136 patients were enrolled. Among the volumetric body composition parameters, patients in the highest quartiles (Q2-4) of the visceral fat index (VFI) exhibited a higher response rate to ICI therapy than those in the lowest quartile (Q1) of VFI (Q1 vs. Q2-4: 18.2% vs. 43.1%, p = 0.012). Patients with a VFI in Q2-4 had significantly prolonged progression-free survival (PFS) and overall survival (OS) (PFS, Q1 vs. Q2-4: 3.0 months vs. 6.4 months, p = 0.043; OS, Q1 vs. Q2-4: 5.6 months vs. 16.3 months, p = 0.004). Kaplan-Meier analysis based on the VFI and visceral fat Hounsfield unit (HU) revealed that patients with VFI in Q1 and HU in Q2-4 had the worst prognosis. CONCLUSIONS Visceral fat volume is significantly associated with treatment outcomes in ICI-treated patients with NSCLC. Moreover, fat quality may impact the treatment outcomes. This finding underscores the potential significance of both fat compartments and fat quality as prognostic indicators. CRITICAL RELEVANCE STATEMENT Visceral fat volume is significantly associated with treatment outcomes in ICI-treated patients with non-small cell lung cancer. Moreover, fat quality may impact the treatment outcomes. This finding underscores the potential significance of both fat compartments and fat quality as prognostic indicators. KEY POINTS • We found that visceral fat volume positively correlated with treatment response and survival in patients with non-small cell lung cancer receiving immune checkpoint inhibitors. • Additionally, a trend toward a negative correlation between visceral fat attenuation and survival was observed. • The findings highlight the prognostic utility of fat compartments and fat quality.
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Affiliation(s)
- Ji Eun Park
- Department of Internal Medicine, Jeju National University Hospital, Jeju, South Korea
| | - Jaemin Jo
- Department of Internal Medicine, Jeju National University Hospital, Jeju, South Korea
| | - Jeonghwan Youk
- Cancer Research Institute, Seoul National University, Seoul, South Korea
- Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
| | - Miso Kim
- Cancer Research Institute, Seoul National University, Seoul, South Korea.
- Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea.
| | - Soon Ho Yoon
- Department of Radiology, Seoul National University College of Medicine and Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea.
| | - Bhumsuk Keam
- Cancer Research Institute, Seoul National University, Seoul, South Korea
- Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
| | - Tae Min Kim
- Cancer Research Institute, Seoul National University, Seoul, South Korea
- Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
| | - Dong-Wan Kim
- Cancer Research Institute, Seoul National University, Seoul, South Korea
- Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
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Zhou J, Luo L, Xie L, Hu S, Tan L, Lei X, Luo X, Yang M. Sarcopenic obesity by the ESPEN/EASO criteria for predicting mortality in advanced non-small cell lung cancer. Clin Nutr 2023; 42:817-824. [PMID: 37084468 DOI: 10.1016/j.clnu.2023.04.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 04/04/2023] [Accepted: 04/09/2023] [Indexed: 04/23/2023]
Abstract
BACKGROUND The European Society for Clinical Nutrition and Metabolism (ESPEN) and the European Association for the Study of Obesity (EASO) recently released the first international consensus on the diagnostic criteria for sarcopenic obesity (SO), which recommended skeletal muscle mass adjusted for body weight (SMM/W) to determine low muscle mass. SMM adjusted for body mass index (SMM/BMI) appeared to be better associated with physical performance than SMM/W. Thus, we modified the ESPEN/EASO criteria by using SMM/BMI. We aimed (1) to evaluate the agreement of the ESPEN/EASO-defined SO (SOESPEN) and the modified ESPEN/EASO-defined SO (SOESPEN-M) with other commonly used SO definitions, and (2) to compare different SO definitions for predicting mortality in a prospective cohort with advanced non-small cell lung cancer (NSCLC). METHODS This prospective study included patients with advanced NSCLC. We defined SO according to five different diagnostic criteria: SOESPEN, SOESPEN-M, Asian Working Group for Sarcopenia (AWGS)-determined sarcopenia with BMI-determined obesity (SOAWGS), computed tomography-derived sarcopenia with BMI-determined obesity (SOCT), and fat mass to fat-free mass ratio >0.8 (SOFM). The outcome was all-cause mortality. RESULTS Of the 639 participants (mean age 58.6 years, 229 women) we studied, 488 (76.4%) died during the median follow-up period of 25 months. SMM/BMI was significantly lower in the death group than in the survivor group (men: p = 0.001, women: p < 0.001), but SMM/W was not. Only 3 (0.47%) participants met all five SO diagnostic criteria. SOESPEN showed an excellent agreement with SOESPEN-M (Cohen's kappa = 0.896), a moderate agreement with SOAWGS (Cohen's kappa = 0.415), but poor agreements with SOCT and SOFM (Cohen's kappa = 0.078 and 0.092, respectively). After full adjustment for potential confounders, SOESPEN (HR 1.54, 95% CI 1.26-1.89), SOESPEN-M (HR 1.56, 95% CI 1.26-1.92), and SOAWGS (HR 1.43, 95% CI 1.14-1.78) were significantly associated with mortality. However, SOCT (HR 1.17, 95% CI 0.87-1.58) and SOFM (HR 1.15, 95% CI 0.90-1.46) showed no significant association with mortality. CONCLUSIONS SOESPEN showed an excellent agreement with SOESPEN-M, a moderate agreement with SOAWGS, but poor agreements with SOCT and SOFM. SOESPEN, SOESPEN-M, and SOAWGS were independent prognostic factors for mortality in our study population, but SOCT and SOFM were not. Although SMM/BMI was better associated with survival than SMM/W, SOESPEN-M did not show an advantage in predicting survival over SOESPEN.
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Affiliation(s)
- Jinqiu Zhou
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Chengdu, Sichuan, China
| | - Li Luo
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Chengdu, Sichuan, China
| | - Lingling Xie
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Chengdu, Sichuan, China; Department of Oncology, Shangjin Nanfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Song Hu
- Department of Radiology, Shangjin Nanfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lingling Tan
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Chengdu, Sichuan, China
| | - Xiaozhen Lei
- Department of Oncology, Shangjin Nanfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaozhen Luo
- Department of Oncology, Shangjin Nanfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ming Yang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Chengdu, Sichuan, China; Precision Medicine Research Center, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Chengdu, Sichuan, China; National Clinical Research Center for Geriatric Diseases at West China Hospital, Sichuan University, No. 37 Guoxue Lane, Chengdu, Sichuan, China.
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Takemoto K, Sekino Y, Kitano H, Ikeda K, Goto K, Hieda K, Hayashi T, Hasegawa Y, Kato M, Kadonishi Y, Kajiwara M, Teishima J, Mita K, Maruyama S, Shigeta M, Hinata N. Impact of low and high body mass index on predicting therapeutic efficacy and prognosis in patients with metastatic renal cell carcinoma treated with first-line tyrosine kinase inhibitors. Int J Urol 2023; 30:319-327. [PMID: 36448526 DOI: 10.1111/iju.15110] [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: 05/05/2022] [Accepted: 11/14/2022] [Indexed: 12/05/2022]
Abstract
OBJECTIVE To evaluate the significance of both low and high body mass index (BMI) as a biomarker in first-line tyrosine kinase inhibitors (TKIs) for metastatic renal cell carcinoma (mRCC). METHODS The oncological outcome of 235 patients with mRCC treated with TKI from 2007 to 2018 was reviewed retrospectively. All patients received first-line TKI as therapy. We analyzed the relationship between BMI (low and high) and disease control rate. The primary outcome was progression free survival and overall survival, and the association between BMI and survival prognosis was evaluated. RESULTS The median BMI was 22.5 kg/m2 , and 25 patients (10.7%) had a low BMI (<18.5 kg/m2 ), 158 patients (67.2%) had a normal BMI (18.5-25 kg/m2 ), and 52 patients (22.1%) had a high BMI (≥ 25 kg/m2 ). Patients in the low BMI group had a significantly lower disease control rate, whereas patients in the high BMI group had a significantly higher disease control rate (p = 0.002 and p = 0.030, respectively). A log-rank test showed prognosis to be significantly poorer in the low BMI group and to be significantly better in the high BMI group than that in the normal BMI group. Multivariable Cox regression analysis showed that low BMI was an independent indicator of poor prognosis, whereas high BMI was an independent indicator of favorable prognosis. CONCLUSION We showed the impact of both low and high BMI on predicting therapeutic efficacy and prognosis in mRCC patients treated with TKI.
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Affiliation(s)
- Kenshiro Takemoto
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Yohei Sekino
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Hiroyuki Kitano
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Kenichiro Ikeda
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Keisuke Goto
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Keisuke Hieda
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Tetsutaro Hayashi
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | | | - Masao Kato
- Department of Urology, Hiroshima General Hospital, Hatsukaichi, Japan
| | - Yuichi Kadonishi
- Department of Urology, Onomichi General Hospital, Onomichi, Japan
| | - Mitsuru Kajiwara
- Department of Urology, Hiroshima Prefectural Hospital, Hiroshima, Japan
| | - Jun Teishima
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
| | - Koji Mita
- Department of Urology, Hiroshima-City Asa Citizens Hospital, Hiroshima, Japan
| | | | - Masanobu Shigeta
- Department of Urology, Kure Medical Center and Chugoku Cancer Center, Kure, Japan
| | - Nobuyuki Hinata
- Department of Urology, Graduate School of Biomedical and Health Science, Hiroshima University, Hiroshima, Japan
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8
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Antoun S, Lanoy E, Ammari S, Farhane S, Martin L, Robert C, Planchard D, Routier E, Voisin AL, Messayke S, Champiat S, Michot JM, Laghouati S, Lambotte O, Marabelle A, Baracos V. Protective effect of obesity on survival in cancers treated with immunotherapy vanishes when controlling for type of cancer, weight loss and reduced skeletal muscle. Eur J Cancer 2023; 178:49-59. [PMID: 36403367 DOI: 10.1016/j.ejca.2022.10.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/16/2022] [Accepted: 10/19/2022] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Association of high body mass index (BMI) with longer survival has been reported in patients on immune checkpoint inhibitors (ICIs), but results are inconsistent. This 'obesity paradox' is potentially confounded by the effects of BMI change over time and of skeletal muscle depletion. METHODS We conducted a secondary analysis of a prospective cohort, including consecutive patients receiving ICI treatment for melanoma (n = 411) and non-small cell lung cancer (NSCLC) (n = 389) in routine care. RESULTS In the univariable analysis of the entire population, overweight/obesity (BMI ≥ 25 kg/m2) was associated with longer survival (p < 0.01); however, this effect was limited to NSCLC (p < 0.01) and was absent in melanoma. Weight loss (WL) and reduced skeletal muscle mass were observed in patients within all BMI categories. WL was associated with shorter survival in multivariable analysis in both tumour sites (p < 0.01), and for NSCLC, BMI lost significance when WL was included (p = 0.13). In models further adjusted for CT-defined skeletal muscle mass, WL retained significance for both tumour types (p < 0.01), and reduced skeletal muscle only for NSCLC (p = 0.02) was associated with shorter survival. WL retained significance when biomarkers (lactate dehydrogenase enzyme, albumin and derived neutrophil to lymphocyte ratio) were added to the multivariable model. CONCLUSIONS The so-called 'obesity paradox', counterintuitive association between high BMI and longer survival, vanished when controlling for confounders, such as type of cancer, and manifestations of depletion (WL and reduced skeletal muscle mass).
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Affiliation(s)
- Sami Antoun
- Département Interdisciplinaire d'Organisation Du Parcours Patient, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France.
| | - Emilie Lanoy
- Département Interdisciplinaire d'Organisation Du Parcours Patient, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Samy Ammari
- Département d'Imagerie Médicale BIOMAPS, UMR1281 INSERM, CEA, CNRS, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France; ELSAN Département de Radiologie, Institut de Cancérologie Paris Nord, Sarcelles, France
| | - Siham Farhane
- Département des Innovations Thérapeutiques et Essais Précoces, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Lisa Martin
- Department of Oncology, University of Alberta, Canada
| | - Caroline Robert
- Département d'Oncologie Medicale, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - David Planchard
- Département d'Oncologie Medicale, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Emilie Routier
- Département d'Oncologie Medicale, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Anne Laure Voisin
- Unité de Pharmacovigilance, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Sabine Messayke
- Unité de Pharmacovigilance, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Stephane Champiat
- Département des Innovations Thérapeutiques et Essais Précoces, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Jean Marie Michot
- Département des Innovations Thérapeutiques et Essais Précoces, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Salim Laghouati
- Unité de Pharmacovigilance, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
| | - Olivier Lambotte
- Université Paris Saclay, UMR1184 CEA, Inserm, Le Kremlin-Bicêtre, France; Service de Médecine Interne et Immunologie Clinique, Hôpital Bicêtre, Université Paris Saclay, AP-HP, Le Kremlin-Bicêtre, France
| | - Aurélien Marabelle
- Département des Innovations Thérapeutiques et Essais Précoces, Gustave Roussy, Université Paris-Saclay, F-94800, Villejuif, France
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Changes in Body Weight, Body Composition, Phase Angle, and Resting Metabolic Rate in Male Patients with Stage IV Non-Small-Cell Lung Cancer Undergoing Therapy. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58121779. [PMID: 36556981 PMCID: PMC9784033 DOI: 10.3390/medicina58121779] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 11/22/2022] [Accepted: 11/28/2022] [Indexed: 12/12/2022]
Abstract
Background and Objectives: Cancer treatments can adversely influence body weight status, body composition, phase angle (PhA), and resting metabolic rate (RMR), which could possibly affect disease course. Τhe aim was to assess differences in body composition, PhA, RMR, and related parameters in non-small-cell lung cancer (NSCLC) patients after treatment. Methods: The sample consisted of 82 NSCLC (stage IV) male patients (chemotherapy (C) 15.7%; immunotherapy (I) 13.3%; C + I 25.3%; (C) + radiotherapy (R) 22.9 %; and other 15.5%). Body weight and body composition, PhA, RMR, oxygen consumption (VO2), ventilation rate, and diet were assessed at baseline and at 3 months after initiation of therapy. Results: Reductions in PhA, RMR, VO2, ventilation rate, and intracellular water were observed at follow up. Weight loss was evident for 45% of patients who also had a reduction in lean body mass. In the group under C, lean mass was reduced at follow up (55.3 ± 11.53 vs. 52.4 ± 12.6, p = 0.04) without significant weight changes. In subjects with a low adherence to the Mediterranean diet (MedDietScore < 30), RMR (1940 ± 485 vs. 1730 ± 338 Kcal, p = 0.001), VO2 (277.1 ± 70.2 vs. 247 ± 49.1 mL/min, p = 0.001), and ventilation rate (10.1 ± 2.28 vs. 9. ± 2 2.2 L/min, p = 0.03) were significantly reduced. The changes in body weight were positively related to % of change in fat mass (rho = 0.322, p = 0.003) and absolute lean mass change (rho = 0.534, p < 0.001) and negatively associated with % of change in total body water (rho = −0.314, p = 0.004) (Spearman correlation coefficients). Conclusions: In conclusion, cancer therapy related to reductions in PhA and RMR, while lean mass reduction may be related to the type of treatment. Our results emphasize the importance of a more holistic nutritional and body composition assessment beyond body weight, to better address patients’ needs in clinical practice.
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10
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Ashida R, Yamamoto Y, Aramaki T, Sugiura T, Okamura Y, Ito T, Ohgi K, Uesaka K. Preoperative skeletal muscle fat infiltration is a strong predictor of poorer survival in gallbladder cancer underwent surgery. Clin Nutr ESPEN 2022; 52:60-67. [PMID: 36513487 DOI: 10.1016/j.clnesp.2022.10.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 09/27/2022] [Accepted: 10/08/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND & AIMS Recently, a decrease in skeletal muscle, termed sarcopenia, has been reported to be associated with poorer survival of patients in several types of cancer. However, few studies have investigated the association between sarcopenia and the survival of patients with gallbladder cancer. METHODS A total of 88 patients undergoing curative resection for advanced gallbladder cancer were included in this study. The quality of skeletal muscle was assessed by the intramuscular adipose tissue content (IMAC), and the quantity of skeletal muscle was assessed by the psoas muscle index (PMI), measured on preoperative computed tomography. The optimum cutoff values for IMAC and PMI for predicting the overall survival in each sex were determined using a minimum p value approach. Clinicopathological factors, IMAC and PMI were retrospectively analyzed to identify the predictors of overall survival (OS). RESULTS The cutoff values for IMAC were -0.3 in males and 0.04 in females. The numbers of patients with low IMAC and high IMAC were 42 and 46, respectively. The cutoff values for PMI were 7.3 cm2/m2 in males and 5.0 cm2/m2 in females. The numbers of patients with low PMI and high PMI were 22 and 66, respectively. A multivariate analysis revealed that pT stage (pT3/4, hazard ratio [HR] = 6.72, p = 0.004), high IMAC (HR = 4.12, p < 0.001), Bile duct infiltration (present, HR = 2.82, p = 0.046), high age (≥72 years old, HR = 2.64, p = 0.010), major hepatectomy (performed, HR = 2.50, p = 0.031) and pN1/2 (HR = 2.17, p = 0.010) as independent prognostic factors. CONCLUSION IMAC was independent prognostic factor for resected advanced gallbladder cancer, so the quality of skeletal muscle more strongly predicted survival than the quantity of skeletal muscle.
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Affiliation(s)
- Ryo Ashida
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan.
| | - Yusuke Yamamoto
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan
| | - Takeshi Aramaki
- Division of Interventional Radiology, Shizuoka Cancer Center Surgery, Shizuoka, Japan
| | - Teiichi Sugiura
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan
| | - Yukiyasu Okamura
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan
| | - Takaaki Ito
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan
| | - Katsuhisa Ohgi
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan
| | - Katsuhiko Uesaka
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan
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11
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Prognostic significance of cachexia index in patients with advanced hepatocellular carcinoma treated with systemic chemotherapy. Sci Rep 2022; 12:7647. [PMID: 35538112 PMCID: PMC9090914 DOI: 10.1038/s41598-022-11736-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 04/26/2022] [Indexed: 12/12/2022] Open
Abstract
Cancer cachexia affects quality of life, response to chemotherapy, and survival in many advanced cancer patients. The aim of this study was to evaluate the prognostic value of pretreatment cachexia index (CXI) in patients with advanced hepatocellular carcinoma (HCC) treated with systematic chemotherapy. Patients with advanced HCC treated with lenvatinib therapy between October 2018 and October 2020 were retrospectively studied. The CXI was calculated as (L3 skeletal muscle index) × (serum albumin)/(neutrophil-to-lymphocyte ratio). The association with treatment response and early adverse events within the first two months of lenvatinib therapy was investigated. Overall survival (OS) and progression-free survival (PFS) were estimated using the Kaplan–Meier method with log-rank test. Multivariable Cox regression was used to identify the predictors of survival. A total of 116 patients (median age: 60, male: 84.5% ) with calculated CXI. They divided into two groups: high CXI (≥ 53, n = 82) and low CXI (< 53, n = 34). Patients with low CXI had a significantly lower disease control rate (61.8% vs. 89.0%, p = 0.001) and a shorter median OS (8.0 [95% CI 6.2–9.8] vs. 12.3 [95% CI 10.1–14.4] months, p = 0.002) than those with high CXI. In multivariable analysis, low CXI was independently associated with shorter OS (HR: 2.07, 95% CI: 1.17–3.65, p = 0.01) and PFS (HR: 1.84, 95% CI: 1.09–3.09, p = 0.02). Of note, during the first two months of lenvatinib therapy, anorexia (41.2% vs. 22.0%, p = 0.04) developed more frequently among patients with low CXI than those with high CXI. The CXI may be a clinically useful index for predicting poor treatment response and prognosis in patients with advanced HCC undergoing lenvatinib treatment.
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12
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Mojibi Y, Seif F, Mojibi N, Aghamajidi A, Mohsenzadegan M, Torang HA. Efficacy of immunotherapy in obese patients with cancer. Immunopharmacol Immunotoxicol 2022; 44:471-483. [PMID: 35369842 DOI: 10.1080/08923973.2022.2061989] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Obesity is a condition of excessive fat tissue and high body mass index (BMI ≥30), which is increasing worldwide. Excess body weight is associated with poorer results in cancer treatments; however, recent studies emphasized that elevated BMI was associated with improved outcomes in cases treated by immune checkpoint inhibitor (ICI) therapies, which is called the obesity paradox. In this review, we discuss the correlation between obesity and cancer immunotherapy, especially ICIs, the underlying mechanisms, and the outcomes in different types of cancers. In addition, we describe the occurrence of immune-related adverse events (irAE) and the effect of gender in obese patients during immunotherapy using all relevant studies with available full texts.
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Affiliation(s)
- Yasaman Mojibi
- Department of Medical Laboratory Science, Faculty of Allied Medical Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Farhad Seif
- Department of Immunology and Allergy, Academic Center for Education, Culture, and Research (ACECR), Tehran, Iran.,Neuroscience Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Nastaran Mojibi
- Department of Clinical Biochemistry, Mazandaran University of Medical Sciences, Sari, Iran
| | - Azin Aghamajidi
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Monireh Mohsenzadegan
- Department of Medical Laboratory Science, Faculty of Allied Medical Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Hamzeh-Ali Torang
- Rheumatology Department, Faculty of Medicine, Lorestan University of Medical Sciences, Khorramabad, Iran
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13
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Tanaka S, Uchino J, Yokoi T, Kijima T, Goto Y, Suga Y, Katayama Y, Nakamura R, Morimoto K, Nakao A, Hibino M, Tani N, Takeda T, Yamaguchi H, Tachibana Y, Takumi C, Hiraoka N, Takeshita M, Onoi K, Chihara Y, Taniguchi R, Yamada T, Matsui Y, Hiranuma O, Morimoto Y, Iwasaku M, Tokuda S, Kaneko Y, Yamada T, Takayama K. Prognostic Nutritional Index and Lung Immune Prognostic Index as Prognostic Predictors for Combination Therapies of Immune Checkpoint Inhibitors and Cytotoxic Anticancer Chemotherapy for Patients with Advanced Non-Small Cell Lung Cancer. Diagnostics (Basel) 2022; 12:423. [PMID: 35204513 PMCID: PMC8870759 DOI: 10.3390/diagnostics12020423] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 01/31/2022] [Accepted: 02/04/2022] [Indexed: 12/04/2022] Open
Abstract
Combination therapy with immune checkpoint inhibitors and cytotoxic chemotherapies (chemoimmunotherapy) is associated with significantly better survival outcomes than cytotoxic chemotherapies alone in patients with advanced non-small cell lung cancer (NSCLC). However, there are no prognostic markers for chemoimmunotherapy. The prognostic nutritional index (PNI) and lung immune prognostic index (LIPI) are prognostic biomarkers for immune checkpoint inhibitor (ICI) monotherapy or cytotoxic chemotherapies. Thus, we aimed to examine whether these factors could also be prognostic markers for chemoimmunotherapy. We retrospectively examined 237 patients with advanced NSCLC treated with chemoimmunotherapy. In the total group, the median overall survival (OS) was not reached, and the median progression-free survival (PFS) was 8.6 months. Multivariate analysis of OS and PFS revealed significant differences based on PNI and LIPI. Programmed cell death ligand 1 (PD-L1) was also significantly associated with OS and PFS. PNI and a PD-L1 tumor proportion score (TPS) of <50% and poor LIPI (regardless of PD-L1 TPS) were associated with poor prognosis. PNI and LIPI predicted survival outcomes in patients with advanced NSCLC treated with chemoimmunotherapy, especially in patients with PD-L1 TPS <50%. For patients in this poor category, chemoimmunotherapy may result in a worse prognosis than expected.
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Affiliation(s)
- Satomi Tanaka
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Junji Uchino
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Takashi Yokoi
- Department of Respiratory Medicine and Hematology and Department of Thoracic Oncology, Hyogo College of Medicine, 1-1 Mukogawachō, Nishinomiya 663-8501, Japan; (T.Y.); (T.K.)
| | - Takashi Kijima
- Department of Respiratory Medicine and Hematology and Department of Thoracic Oncology, Hyogo College of Medicine, 1-1 Mukogawachō, Nishinomiya 663-8501, Japan; (T.Y.); (T.K.)
| | - Yasuhiro Goto
- Department of Respiratory Medicine, Fujita Health University, 1-98 Dengakugakubo, Kutsukake-cho, Toyoake 470-1192, Japan;
| | - Yoshifumi Suga
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Yuki Katayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Ryota Nakamura
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Kenji Morimoto
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Akira Nakao
- Department of Respiratory Medicine, Faculty of Medicine, Fukuoka University, 8 Chome-19-1 Nanakuma, Jonan Ward, Fukuoka 814-0180, Japan;
| | - Makoto Hibino
- Department of Respiratory Medicine, Shonan Fujisawa Tokushukai Hospital, 1 Chome-5-1 Tsujidokandai, Fujisawa 251-0041, Japan;
| | - Nozomi Tani
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daini Hospital, 355-5, Haruobicho, Kamaza Dori Marutamachi Agaru, Kamigyo Ward, Kyoto 602-8026, Japan; (N.T.); (T.T.)
| | - Takayuki Takeda
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daini Hospital, 355-5, Haruobicho, Kamaza Dori Marutamachi Agaru, Kamigyo Ward, Kyoto 602-8026, Japan; (N.T.); (T.T.)
| | - Hiroyuki Yamaguchi
- Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan;
| | - Yusuke Tachibana
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daiichi Hospital, 15-749 Higashiyama Ward, Honmachi, Kyoto 605-0981, Japan; (Y.T.); (C.T.); (N.H.)
| | - Chieko Takumi
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daiichi Hospital, 15-749 Higashiyama Ward, Honmachi, Kyoto 605-0981, Japan; (Y.T.); (C.T.); (N.H.)
| | - Noriya Hiraoka
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daiichi Hospital, 15-749 Higashiyama Ward, Honmachi, Kyoto 605-0981, Japan; (Y.T.); (C.T.); (N.H.)
| | - Masafumi Takeshita
- Department of Respiratory Medicine, Ichinomiya Nishi Hospital, Hira-1 Kaimei, Ichinomiya City 494-0001, Japan;
| | - Keisuke Onoi
- Uji-Tokushukai Medical Center, Department of Respiratory Medicine, 145 Ishibashi Makishimacho, Uji-shi 611-0041, Japan; (K.O.); (Y.C.)
| | - Yusuke Chihara
- Uji-Tokushukai Medical Center, Department of Respiratory Medicine, 145 Ishibashi Makishimacho, Uji-shi 611-0041, Japan; (K.O.); (Y.C.)
| | - Ryusuke Taniguchi
- Department of Pulmonary Medicine, Matsushita Memorial Hospital, 5-55 Sotojima-cho, Moriguchi 570-8540, Japan; (R.T.); (T.Y.)
| | - Takahiro Yamada
- Department of Pulmonary Medicine, Matsushita Memorial Hospital, 5-55 Sotojima-cho, Moriguchi 570-8540, Japan; (R.T.); (T.Y.)
| | - Yohei Matsui
- Department of Pulmonary Medicine, Otsu City Hospital, 2-9-9 Motomiya, Otsu-City 520-0804, Japan; (Y.M.); (O.H.)
| | - Osamu Hiranuma
- Department of Pulmonary Medicine, Otsu City Hospital, 2-9-9 Motomiya, Otsu-City 520-0804, Japan; (Y.M.); (O.H.)
| | - Yoshie Morimoto
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Masahiro Iwasaku
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Shinsaku Tokuda
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Yoshiko Kaneko
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Tadaaki Yamada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
| | - Koichi Takayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto 602-8566, Japan; (S.T.); (Y.S.); (Y.K.); (R.N.); (K.M.); (Y.M.); (M.I.); (S.T.); (Y.K.); (T.Y.); (K.T.)
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14
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Foerster F, Gairing SJ, Müller L, Galle PR. NAFLD-driven HCC: Safety and efficacy of current and emerging treatment options. J Hepatol 2022; 76:446-457. [PMID: 34555422 DOI: 10.1016/j.jhep.2021.09.007] [Citation(s) in RCA: 130] [Impact Index Per Article: 65.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 08/17/2021] [Accepted: 09/09/2021] [Indexed: 12/11/2022]
Abstract
In light of a global rise in obesity and type 2 diabetes, non-alcoholic fatty liver disease (NAFLD) and non-alcoholic steatohepatitis (NASH) represent an increasingly important underlying aetiology of hepatocellular carcinoma (HCC). HCCs arising from lipotoxicity-mediated chronic inflammation are characterised by several unique features: in contrast to virally driven HCC, up to 50% of NAFLD-HCC occurs in patients without cirrhosis and annual HCC incidence is comparatively low, complicating current surveillance strategies. On average, patients are older and are more frequently diagnosed at an advanced stage. While locoregional treatments are probably equally effective regardless of HCC aetiology, the picture is less clear for systemic therapy. Tyrosine kinase inhibitors are probably equally effective, while there have been initial signals that immune checkpoint inhibitors may be less effective in NAFLD-HCC than in viral HCC. Current international clinical practice guidelines for HCC do not consider aetiology, as there are insufficient data to draw specific conclusions or to recommend aetiology-specific modifications to the current management of patients with HCC. However, in light of the growing relevance of NAFLD-HCC, future clinical trials should assess whether HCC aetiology - and NAFLD/NASH in particular - influence the safety and efficacy of a given treatment.
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Affiliation(s)
- Friedrich Foerster
- Department of Medicine I, University Medical Center of the Johannes-Gutenberg University Mainz, Germany
| | - Simon Johannes Gairing
- Department of Medicine I, University Medical Center of the Johannes-Gutenberg University Mainz, Germany
| | - Lukas Müller
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes-Gutenberg University Mainz, Germany
| | - Peter Robert Galle
- Department of Medicine I, University Medical Center of the Johannes-Gutenberg University Mainz, Germany.
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15
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Bartl T, Onoprienko A, Hofstetter G, Müllauer L, Poetsch N, Fuereder T, Kofler P, Polterauer S, Grimm C. Overweight as a Favorable Clinical Biomarker for Checkpoint Inhibitor Therapy Response in Recurrent Gynecologic Cancer Patients. Biomolecules 2021; 11:1700. [PMID: 34827698 PMCID: PMC8615494 DOI: 10.3390/biom11111700] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 10/22/2021] [Accepted: 11/12/2021] [Indexed: 12/19/2022] Open
Abstract
Despite increasing clinical interest in adapting checkpoint inhibitor (CPI) therapies for patients with gynecologic malignancies, no accurate clinical biomarkers to predict therapy response and prognosis are currently available. Therefore, we aimed to assess the predictive and prognostic value of pretherapeutic body mass index (BMI) for recurrent gynecologic cancer patients as previously validated for other solid tumors. We evaluated patients with programmed cell death ligand 1 (PD-L1) positive and, in endometrial cancer, also mismatch repair deficient (MMR) gynecologic malignancies, who received the PD-1 inhibitor pembrolizumab as monotherapy (200 mg fixed-dose q3 w) from 2017 to 2020 (n = 48). Thirty-six patients receiving at least four courses were included in the final analysis. Associations between a BMI increase per 5 kg/m2 and overall response rate (ORR; complete + partial response), disease control rate (DCR; ORR + stable disease), progression-free (PFS), and overall survival (OS) were assessed. An elevated BMI was univariately associated with ORR (OR 10.93 [CI 2.39-49.82], p = 0.002), DCR (OR 2.19 [CI 0.99-4.83], p = 0.048), prolonged PFS (HR 1.54 [CI 1.03-2.34], p = 0.038), and OS (HR 1.87 [CI 1.07-3.29], p = 0.028). All results could be confirmed in the multivariate analyses. Pretherapeutic BMI therefore appears to be a promising readily available biomarker to identify patients with PD-L1-positive and/or MMR-deficient gynecologic malignancies who could particularly benefit from CPI treatment.
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MESH Headings
- Humans
- Female
- Middle Aged
- Aged
- Immune Checkpoint Inhibitors/therapeutic use
- Genital Neoplasms, Female/drug therapy
- Genital Neoplasms, Female/genetics
- Genital Neoplasms, Female/metabolism
- Genital Neoplasms, Female/mortality
- Biomarkers, Tumor/metabolism
- Biomarkers, Tumor/genetics
- Overweight
- Antibodies, Monoclonal, Humanized/therapeutic use
- Body Mass Index
- B7-H1 Antigen/metabolism
- B7-H1 Antigen/antagonists & inhibitors
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/genetics
- Adult
- Prognosis
- Aged, 80 and over
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Affiliation(s)
- Thomas Bartl
- Department of Obstetrics and Gynecology, Division of General Gynecology and Gynecologic Oncology, Medical University of Vienna, 1090 Vienna, Austria; (T.B.); (A.O.); (P.K.); (C.G.)
| | - Arina Onoprienko
- Department of Obstetrics and Gynecology, Division of General Gynecology and Gynecologic Oncology, Medical University of Vienna, 1090 Vienna, Austria; (T.B.); (A.O.); (P.K.); (C.G.)
| | - Gerda Hofstetter
- Department of Pathology, Medical University of Vienna, 1090 Vienna, Austria; (G.H.); (L.M.)
| | - Leonhard Müllauer
- Department of Pathology, Medical University of Vienna, 1090 Vienna, Austria; (G.H.); (L.M.)
| | - Nina Poetsch
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria;
| | - Thorsten Fuereder
- Department of Medicine I, Division of Oncology, Medical University of Vienna, 1090 Vienna, Austria;
| | - Paul Kofler
- Department of Obstetrics and Gynecology, Division of General Gynecology and Gynecologic Oncology, Medical University of Vienna, 1090 Vienna, Austria; (T.B.); (A.O.); (P.K.); (C.G.)
| | - Stephan Polterauer
- Department of Obstetrics and Gynecology, Division of General Gynecology and Gynecologic Oncology, Medical University of Vienna, 1090 Vienna, Austria; (T.B.); (A.O.); (P.K.); (C.G.)
- Karl Landsteiner Institute for General Gynecology and Experimental Gynecologic Oncology, Karl Landsteiner Society, 3100 St. Poelten, Austria
| | - Christoph Grimm
- Department of Obstetrics and Gynecology, Division of General Gynecology and Gynecologic Oncology, Medical University of Vienna, 1090 Vienna, Austria; (T.B.); (A.O.); (P.K.); (C.G.)
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16
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Li S, Wang T, Tong G, Li X, You D, Cong M. Prognostic Impact of Sarcopenia on Clinical Outcomes in Malignancies Treated With Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:726257. [PMID: 34513704 PMCID: PMC8427761 DOI: 10.3389/fonc.2021.726257] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 08/09/2021] [Indexed: 01/06/2023] Open
Abstract
Background The effect of sarcopenia on the clinical outcomes of patients with malignant neoplasms receiving immune checkpoint inhibitors (ICIs) is unclear. The aim of this study was to evaluate the effect and survival of patients with malignancies and sarcopenia receiving ICIs. Methods We systematically searched related studies in PubMed, Embase, and Cochrane Library up to March 2021 according to the inclusion and exclusion criteria. Information pertaining to the hazard ratio (HR) corresponding to 95% confidence interval (CI) of overall survival (OS) and progression-free survival (PFS) as determined by univariate and multivariate analyses; the odds ratio (OR) corresponding to the 95% CI of the disease control rate (DCR) and objective response rate (ORR); and immune-related adverse events (irAEs) was collected and analyzed using the RevMan 5.4 software. Study heterogeneity and sensitivity were also assessed. Results A total of 19 studies were finalized that included 1763patients with lung, gastrointestinal, and head and neck cancers as well as those with melanoma, renal cell carcinoma, urothelial carcinoma, pancreatic cancer, and soft tissue sarcoma. According to univariate and multivariate analyses, patients with sarcopenia at pre-immunotherapy had poorer PFS and OS than those without. HRs and the corresponding 95% CI of PFS were 1.91(1.55–2.34, p <0.00001) and 1.46 (1.20–1.78, p =0.0001), respectively, and HRs and the corresponding 95% CI of OS were 1.78 (1.47–2.14, p <0.00001) and 1.73 (1.36–2.19, p <0.0001), respectively. Patients with sarcopenia showed poor PFS and OS during treatment. In addition, patients with sarcopenia had worse ORR (OR 0.46, 95% CI 0.28–0.74, p = 0.001) and DCR (OR 0.44, 95% CI 0.31–0.64, p<0.0001); however, the incidence of irAEs of any grade and high-grade in patients with sarcopenia did not increase, OR and the corresponding 95% CI were 0.58(0.30–1.12, p = 0.10) and 0.46(0.19–1.09, p = 0.08). Further, we performed subgroup analysis, skeletal muscle mass index (SMI) and psoas muscle mass index (PMI) stratification. In the SMI group, patients with sarcopenia had poor ORR, DCR, PFS, and OS than those without. In the PMI group, sarcopenia had poor ORR,DCR, and was a poor prognostic factor for PFS and OS according to univariate analysis but had no effect on PFS and OS according to multivariate analysis. Conclusions Patients with malignancies and sarcopenia at pre-immunotherapy or follow-up visits had poorer clinical outcomes than those without, and sarcopenia was a poor predictive factor of ICI immunotherapy outcomes.
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Affiliation(s)
- Shuluan Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Tianyu Wang
- Department of Breast Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Gangling Tong
- Department of Oncology, Peking University Shenzhen Hospital, Shenzhen Key Laboratory of Gastrointestinal Cancer Translational Research, Cancer Institute of Shenzhen-Peking University-Hong Kong University of Science and Technology (PKU-HKUST) Medical Center, Shenzhen, China
| | - Xiaoyu Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Danhui You
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Minghua Cong
- Department of Comprehensive Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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17
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Mu W, Katsoulakis E, Whelan CJ, Gage KL, Schabath MB, Gillies RJ. Radiomics predicts risk of cachexia in advanced NSCLC patients treated with immune checkpoint inhibitors. Br J Cancer 2021; 125:229-239. [PMID: 33828255 PMCID: PMC8292339 DOI: 10.1038/s41416-021-01375-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 03/10/2021] [Accepted: 03/17/2021] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Approximately 50% of cancer patients eventually develop a syndrome of prolonged weight loss (cachexia), which may contribute to primary resistance to immune checkpoint inhibitors (ICI). This study utilised radiomics analysis of 18F-FDG-PET/CT images to predict risk of cachexia that can be subsequently associated with clinical outcomes among advanced non-small cell lung cancer (NSCLC) patients treated with ICI. METHODS Baseline (pre-therapy) PET/CT images and clinical data were retrospectively curated from 210 ICI-treated NSCLC patients from two institutions. A radiomics signature was developed to predict the cachexia with PET/CT images, which was further used to predict durable clinical benefit (DCB), progression-free survival (PFS) and overall survival (OS) following ICI. RESULTS The radiomics signature predicted risk of cachexia with areas under receiver operating characteristics curves (AUCs) ≥ 0.74 in the training, test, and external test cohorts. Further, the radiomics signature could identify patients with DCB from ICI with AUCs≥0.66 in these three cohorts. PFS and OS were significantly shorter among patients with higher radiomics-based cachexia probability in all three cohorts, especially among those potentially immunotherapy sensitive patients with PD-L1-positive status (p < 0.05). CONCLUSIONS PET/CT radiomics analysis has the potential to predict the probability of developing cachexia before the start of ICI, triggering aggressive monitoring to improve potential to achieve more clinical benefit.
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Affiliation(s)
- Wei Mu
- grid.468198.a0000 0000 9891 5233Department of Cancer Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA
| | | | - Christopher J. Whelan
- grid.468198.a0000 0000 9891 5233Department of Cancer Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA
| | - Kenneth L. Gage
- grid.468198.a0000 0000 9891 5233Department of Radiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA
| | - Matthew B. Schabath
- grid.468198.a0000 0000 9891 5233Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA ,grid.468198.a0000 0000 9891 5233Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA
| | - Robert J. Gillies
- grid.468198.a0000 0000 9891 5233Department of Cancer Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL USA
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