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Castagnoli F, Doran S, Lunn J, Minchom A, O’Brien M, Popat S, Messiou C, Koh DM. Splenic volume as a predictor of treatment response in patients with non-small cell lung cancer receiving immunotherapy. PLoS One 2022; 17:e0270950. [PMID: 35797413 PMCID: PMC9262211 DOI: 10.1371/journal.pone.0270950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 06/22/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction
The spleen is a lymphoid organ and we hypothesize that clinical benefit to immunotherapy may present with an increase in splenic volume during treatment. The purpose of this study was to investigate whether changes in splenic volume could be observed in those showing clinical benefit versus those not showing clinical benefit to pembrolizumab treatment in non-small cell lung cancer (NSCLC) patients.
Materials and methods
In this study, 70 patients with locally advanced or metastatic NSCLC treated with pembrolizumab; and who underwent baseline CT scan within 2 weeks before treatment and follow-up CT within 3 months after commencing immunotherapy were retrospectively evaluated. The splenic volume on each CT was segmented manually by outlining the splenic contour on every image and the total volume summated. We compared the splenic volume in those achieving a clinical benefit and those not achieving clinical benefit, using non-parametric Wilcoxon signed-rank test. Clinical benefit was defined as stable disease or partial response lasting for greater than 24 weeks. A p-value of <0.05 was considered statistically significant.
Results
There were 23 responders and 47 non-responders based on iRECIST criteria and 35 patients with clinical benefit and 35 without clinical benefit. There was no significant difference in the median pre-treatment volume (175 vs 187 cm3, p = 0.34), post-treatment volume (168 vs 167 cm3, p = 0.39) or change in splenic volume (-0.002 vs 0.0002 cm3, p = 0.97) between the two groups. No significant differences were also found between the splenic volume of patients with partial response, stable disease or progressive disease (p>0.017). Moreover, there was no statistically significant difference between progression-free survival and time to disease progression when the splenic volume was categorized as smaller or larger than the median pre-treatment or post-treatment volume (p>0.05).
Conclusion
No significant differences were observed in the splenic volume of those showing clinical benefit versus those without clinical benefit to pembrolizumab treatment in NSCLC patients. CT splenic volume cannot be used as a potentially simple biomarker of response to immunotherapy.
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Affiliation(s)
- Francesca Castagnoli
- Department of Radiology, Royal Marsden Hospital, Sutton, United Kingdom
- * E-mail:
| | - Simon Doran
- Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom
| | - Jason Lunn
- Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom
| | - Anna Minchom
- Drug Development Unit, Royal Marsden/Institute of Cancer Research, Sutton, United Kingdom
| | - Mary O’Brien
- Lung Unit, Royal Marsden Hospital/Institute of Cancer Research, Sutton, United Kingdom
| | - Sanjay Popat
- Lung Unit, Royal Marsden Hospital/Institute of Cancer Research, London, United Kingdom
| | - Christina Messiou
- Department of Radiology, Royal Marsden Hospital, Sutton, United Kingdom
| | - Dow-Mu Koh
- Department of Radiology, Royal Marsden Hospital, Sutton, United Kingdom
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Yao Y, Zhou X, Zhang A, Ma X, Zhu H, Yang Z, Li N. The role of PET molecular imaging in immune checkpoint inhibitor therapy in lung cancer: Precision medicine and visual monitoring. Eur J Radiol 2022; 149:110200. [DOI: 10.1016/j.ejrad.2022.110200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/13/2022] [Accepted: 02/07/2022] [Indexed: 11/03/2022]
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Evangelista L, Sepulcri M, Pasello G. PET/CT and the Response to Immunotherapy in Lung Cancer. Curr Radiopharm 2021; 13:177-184. [PMID: 31858908 PMCID: PMC8206188 DOI: 10.2174/1874471013666191220105449] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 03/11/2019] [Accepted: 11/11/2019] [Indexed: 12/26/2022]
Abstract
Objective In recent years, the introduction of immune checkpoint inhibitors has significantly changed the outcome of patients affected by lung cancer and cutaneous melanoma. Although the clinical advantages, the selection of patients and the evaluation of response to immunotherapy remain unclear, the immune-related Response Evaluation Criteria in Solid Tumor (irRECIST) was proposed as an update of the RECIST criteria for the assessment of response to immunotherapy. However, morphological images cannot predict early response to therapy that represents a challenge in clinical practice. 18F-FDG PET/CT before and after immunotherapy has an indeterminate role, demonstrating ambiguous results due to inflammatory effects secondary to activation of the immune system. The aim of the present review was to analyze the role of PET/CT as a guide for immunotherapy, by analyzing the current status and future perspectives. Methods A literature search was conducted in order to select all papers that discussed the role of PET/CT with FDG or other tracers in the evaluation or prediction of response to immunotherapy in lung cancer patients. Results Many papers are now available. Many clinical trials have demonstrated the efficacy of immunotherapy in lung cancer patients. FDG PET/CT can be used for the prediction of response to immunotherapy, while its utility for the evaluation of response is not still clearly reported. Moreover, the standardization of FDG PET/CT interpretation is missing and different criteria, such as information, have been investigated until now. Conclusion The utility of FDG PET/CT for patients with lung cancer undergoing immunotherapies is still preliminary and not well addressed. New agents for PET are promising, but large clinical trials are mandatory.
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Affiliation(s)
- Laura Evangelista
- Nuclear Medicine Unit, Department of Medicine - DIMED, University of Padua, 35128 Padua, Italy
| | - Matteo Sepulcri
- Radiation Oncology Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Giulia Pasello
- Oncology 2 Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
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Park S, Lee Y, Kim TS, Kim SK, Han JY. Response evaluation after immunotherapy in NSCLC: Early response assessment using FDG PET/CT. Medicine (Baltimore) 2020; 99:e23815. [PMID: 33371161 PMCID: PMC7748304 DOI: 10.1097/md.0000000000023815] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 11/19/2020] [Indexed: 11/26/2022] Open
Abstract
The present study aimed to evaluate the role of early F-18 2-deoxy-2-[fluorine-18] fluoro-D-glucose positron emission tomography/computed tomography (FDG PET/CT) in non-small cell lung cancer patients undergoing immune checkpoint inhibitor (ICI) treatment.Twenty-four non-small cell lung cancer patients who received nivolumab or pembrolizumab and underwent FDG PET/CT as an interim analysis after 2 or 3 cycles of ICI treatment were retrospectively enrolled. Tumor response was assessed using the PET Response Criteria in Solid Tumors 1.0 (PERCIST) and the European Organization for Research and Treatment of Cancer (EORTC) criteria after 2 or 3 cycles of ICI treatment (SCAN-1) and after an additional 2 cycles of ICI treatment (SCAN-2). The best overall response was determined by FDG PET/CT or chest CT at ≥ 3 months after therapy initiation, and the clinical benefit was investigated. progression-free survival was investigated, and its correlation with clinicopathologic and metabolic parameters was examined using a Cox multivariate proportional hazards model.In the interim analysis, 4 patients achieved a complete metabolic response (CMR), 1 patient exhibited a partial metabolic response (PMR), and 14 patients had Progressive metabolic disease (PMD) according to the PERCIST and EORTC criteria. Four patients showed stable metabolic disease (SMD) according to the PERCIST criteria, and 2 patients showed different responses (i.e., PMR) according to the EORTC criteria. Patients with a CMR or PMR at SCAN-1 had a clinical benefit. Among the 4 patients with SMD at SCAN-1, only 1 experienced a clinical benefit regardless of the percent change in the peak standardized uptake value. Two patients with discordant response assessments between the PERCIST and EORTC criteria showed conflicting clinical benefits. Among the 14 patients with PMD, none experienced any clinical benefit. Only metabolic parameters were significant factors for predicting progression in the multivariate analysis (peak standardized uptake value and metabolic tumor volume, HRs of 1.18 and 1.00, respectively).Based on early F-18 FDG PET/CT after ICI treatment, metabolic parameters could predict post-treatment progression. Responses after ICI treatment were correctly assessed in patients with a CMR, a PMR, and PMD, but patients with SMD required a meticulous follow-up because of varying clinical benefits.
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Affiliation(s)
- Sohyun Park
- Department of Nuclear Medicine, Guro Hospital, Korea University College of Medicine, Goyang, Republic of Korea
- Department of Nuclear Medicine
| | | | | | - Seok-ki Kim
- Department of Nuclear Medicine
- Molecular Imaging Branch, Research Institute, National Cancer Center, Goyang-si, Gyeonggi-do, Korea
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Wang W, Gao Z, Wang L, Li J, Yu J, Han S, Meng X. Application and Prospects of Molecular Imaging in Immunotherapy. Cancer Manag Res 2020; 12:9389-9403. [PMID: 33061627 PMCID: PMC7533904 DOI: 10.2147/cmar.s269773] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 09/10/2020] [Indexed: 12/18/2022] Open
Abstract
Recently, immunotherapies that target the interactions of programmed cell death 1 (PD-1) with its major ligands, programmed death ligand 1 (PD-L1) and programmed death ligand 2 (PD-L2), have achieved significant success. To date, several immune checkpoint inhibitors targeting the PD-1/PD-L1 pathway have been developed to treat melanoma, non-small cell lung cancer, head and neck cancer, renal cell carcinoma, and urothelial carcinoma. Despite promising outcomes with immunotherapy, there are many limitations to several current immune biomarkers for predicting immune benefits and to traditional imaging for evaluating the efficacy and prognosis of immunotherapy and monitoring adverse reactions. In this review, we recommend a novel imaging method, molecular imaging. This paper reviews the application and prospects of molecular imaging in the context of current immunotherapies in regard to the following aspects: 1) detecting the expression of PD-1/PD-L1; 2) evaluating the efficacy of immunotherapy; 3) assessing patient prognosis with immunotherapy; 4) monitoring the toxicity of immunotherapy; and 5) other targets imaging.
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Affiliation(s)
- Weiqing Wang
- School of Clinical Medicine, Weifang Medical University, Weifang, Shandong 261053, People's Republic of China.,Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, Shandong, People's Republic of China
| | - Zhenhua Gao
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, Shandong, People's Republic of China
| | - Lu Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, Shandong, People's Republic of China
| | - Jianing Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, Shandong, People's Republic of China
| | - Jinming Yu
- School of Clinical Medicine, Weifang Medical University, Weifang, Shandong 261053, People's Republic of China.,Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, Shandong, People's Republic of China
| | - Shumei Han
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, Shandong, People's Republic of China
| | - Xue Meng
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, Shandong, People's Republic of China
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Tomita M, Suzuki M, Kono Y, Nakajima K, Matsuda T, Kuge Y, Ogawa M. Influence on [ 18F]FDG uptake by cancer cells after anti-PD-1 therapy in an enforced-immune activated mouse tumor. EJNMMI Res 2020; 10:24. [PMID: 32189078 PMCID: PMC7080890 DOI: 10.1186/s13550-020-0608-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 02/10/2020] [Indexed: 12/15/2022] Open
Abstract
Background Anti-programmed cell death 1 (PD-1) antibody is an immune checkpoint inhibitor, and anti-PD-1 therapy improves the anti-tumor functions of T cells and affects tumor microenvironment. We previously reported that anti-PD-1 treatment affected tumor glycolysis by using 2-deoxy-2-[18F]fluoro-D-glucose ([18F]FDG) positron emission tomography (PET). That study showed that anti-PD-1 therapy in a mouse B16F10 melanoma model increased glucose metabolism in cancer cells at the point where anti-PD-1 therapy did not cause a significant inhibition of tumor growth. However, the B16F10 melanoma model is poorly immunogenic, so it is not clear how anti-PD-1 treatment affects glucose metabolism in highly immunogenic cancer models. In this study, we used a cyclic dinucleotide GMP-AMP (cGAMP)-injected B16F10 melanoma model to investigate the effect of anti-PD-1 therapy on [18F]FDG uptake in a highly immune activated tumor in mice. Results To compare the cGAMP-injected B16F10 model with the B16F10 model, experiments were performed as described in our previous manuscript. [18F]FDG-PET was measured before treatment and 7 days after the start of treatment. In this study, [18F]FDG uptake in tumors in the cGAMP/anti-PD-1 combination group was lower than that in the anti-PD-1 treatment group tumors on day 7, as shown by PET and ex vivo validation. Flow-cytometry was performed to assess immune cell populations and glucose metabolism. Anti-PD-1 and/or cGAMP treatment increased the infiltration level of immune cells into tumors. The cGAMP/anti-PD-1 combination group had significantly lower levels of GLUT1high cells/hexokinase IIhigh cells in CD45− cancer cells compared with tumors in the anti-PD-1 treated group. These results suggested that if immune responses in tumors are higher than a certain level, glucose uptake in cancer cells is reduced depending on that level. Such a change of glucose uptake might be caused by the difference in infiltration or activation level of immune cells between the anti-PD-1 treated group and the cGAMP/anti-PD-1 combination group. Conclusions [18F]FDG uptake in cancer cells after anti-PD-1 treatment might be affected by the tumor immune microenvironment including immune cell infiltration, composition, and activation status.
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Affiliation(s)
- Mayu Tomita
- Laboratory of Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, 060-0812, Japan
| | - Motofumi Suzuki
- Laboratory of Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, 060-0812, Japan
| | - Yusuke Kono
- Laboratory of Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, 060-0812, Japan
| | - Kohei Nakajima
- Laboratory of Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, 060-0812, Japan
| | - Takuma Matsuda
- Laboratory of Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, 060-0812, Japan
| | - Yuji Kuge
- Central Institute of Isotope Science, Hokkaido University, Sapporo, Hokkaido, 060-0815, Japan
| | - Mikako Ogawa
- Laboratory of Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, 060-0812, Japan.
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Ohashi T, Terasawa K, Aoki M, Akazawa T, Shibata H, Kuze B, Asano T, Kato H, Miyazaki T, Matsuo M, Inoue N, Ito Y. The importance of FDG-PET/CT parameters for the assessment of the immune status in advanced HNSCC. Auris Nasus Larynx 2020; 47:658-667. [PMID: 32089351 DOI: 10.1016/j.anl.2020.01.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 12/24/2019] [Accepted: 01/14/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Cancer cells secrete large amounts of lactic acid via aerobic glycolysis. We have shown that lactic acid plays an important role as a proinflammatory and immunosuppressive mediator and promotes tumor progression. Fluorine-18 fluorodeoxyglucose (FDG) uptake detected by positron emission tomography/computed tomography (PET/CT) is considered as a good indicator of aerobic glycolysis in cancer. In this study, we examined the relationships between systemic inflammatory parameters and FDG-PET/CT parameters in advanced head and neck squamous cell carcinoma (HNSCC). Furthermore, we investigated the relationships between FDG-PET/CT parameters and M2-macrophage polarization in HNSCC by assessing the ratio of CD163, a M2-macrophage marker, to CD68, a pan-macrophage marker. METHODS This study included 73 advanced HNSCC patients. We assessed the C-reactive protein (CRP) level, white blood cell (WBC) count, neutrophil count, lymphocyte count, and monocyte count as systemic inflammatory markers. Additionally, we assessed the maximum standardized uptake value (SUVmax), mean SUV (SUVmean), metabolic tumor volume (MTV), and total lesion glycolysis (TLG) as FDG-PET/CT parameters. RESULTS The CRP level, WBC count, and neutrophil count were correlated with whole-body FDG-PET/CT parameters. The CD163/CD68 ratio was correlated with SUVmax and SUVmean. Our results suggest that systemic inflammation, which is associated with neutrophils, develops in patients with HNSCC having tumors with a larger volume and increased glucose uptake and that M2-macrophage polarization is promoted in HNSCC with increased glucose uptake, SUVmax, and SUVmean. FDG-PET/CT has the potential to reflect cancer-related chronic inflammation and immunosuppressive conditions in cancer patients. CONCLUSIONS FDG-PET/CT parameters appear to be useful in assessing the immune status in HNSCC.
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Affiliation(s)
- Toshimitsu Ohashi
- Department of Otolaryngology, Gifu University Graduate School of Medicine, Yanagido, Gifu, Gifu 501-1194, Japan.
| | - Kousuke Terasawa
- Department of Otolaryngology, Gifu University Graduate School of Medicine, Yanagido, Gifu, Gifu 501-1194, Japan
| | - Mitsuhiro Aoki
- Department of Otolaryngology, Gifu University Graduate School of Medicine, Yanagido, Gifu, Gifu 501-1194, Japan
| | - Takashi Akazawa
- Department of Tumor Immunology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan
| | - Hirofumi Shibata
- Department of Otolaryngology, Gifu University Graduate School of Medicine, Yanagido, Gifu, Gifu 501-1194, Japan
| | - Bunya Kuze
- Department of Otolaryngology, Gifu University Graduate School of Medicine, Yanagido, Gifu, Gifu 501-1194, Japan
| | - Takahiko Asano
- Department of Radiology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Hiroki Kato
- Department of Radiology, Gifu University Graduate School of Medicine, Gifu, Japan
| | | | - Masayuki Matsuo
- Department of Radiology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Norimitsu Inoue
- Department of Tumor Immunology, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka 541-8567, Japan; Department of Molecular Genetics, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-8509, Japan.
| | - Yatsuji Ito
- Department of Otolaryngology, Gifu University Graduate School of Medicine, Yanagido, Gifu, Gifu 501-1194, Japan
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Tao X, Li N, Wu N, He J, Ying J, Gao S, Wang S, Wang J, Wang Z, Ling Y, Tang W, Zhang Z. The efficiency of 18F-FDG PET-CT for predicting the major pathologic response to the neoadjuvant PD-1 blockade in resectable non-small cell lung cancer. Eur J Nucl Med Mol Imaging 2020; 47:1209-1219. [PMID: 32043180 PMCID: PMC7101299 DOI: 10.1007/s00259-020-04711-3] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 01/30/2020] [Indexed: 12/14/2022]
Abstract
PURPOSE Investigate whether 18F-FDG PET-CT has the potential to predict the major pathologic response (MPR) to neoadjuvant sintilimab in resectable NSCLC patients, and the potential of sifting patients who probably benefit from immunotherapy. METHODS Treatment-naive patients with resectable NSCLC (stage IA-IIIB) received two cycles of sintilimab (200 mg, intravenously, day 1 and 22). Surgery was performed between day 29 and 43. PET-CT was obtained at baseline and prior to surgery. The following lean body mass-corrected metabolic parameters were calculated by PET VCAR: SULmax, SULpeak, MTV, TLG, ΔSULmax%, ΔSULpeak%, ΔMTV%, ΔTLG%. PET responses were classified using PERCIST. The above metabolic information on FDG-PET was correlated with the surgical pathology. (Registration Number: ChiCTR-OIC-17013726). RESULTS Thirty-six patients received 2 doses of sintilimab, all of whom underwent PET-CT twice and had radical resection (35) or biopsy (1). MPR occurred in 13 of 36 resected tumors (36.1%, 13/36). The degree of pathological regression was positively correlated with SULmax (p = 0.036) of scan-1, and was negatively correlated with all metabolic parameters of scan-2, and the percentage changes of the metabolic parameters after neoadjuvant therapy (p < 0.05). According to PERCIST, 13 patients (36.1%, 13/36) showed partial metabolic response (PMR), 21 (58.3%, 21/36) had stable metabolic disease, and 2 (5.6%, 2/36) had progressive metabolic disease (PMD). There was a significant correlation between the pathological response and the PET responses which were classified using PERCIST. All (100.0%) the PMR (ΔSULpeak% < - 30.0%) tumors showed MPR. CONCLUSIONS 18F-FDG PET-CT can predict MPR to neoadjuvant sintilimab in resectable non-small cell lung cancer.
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Affiliation(s)
- Xiuli Tao
- Department of PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ning Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ning Wu
- Department of PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. .,Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Jianming Ying
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shugeng Gao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shuhang Wang
- Department of Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jie Wang
- Department of Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhijie Wang
- Department of Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yun Ling
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Tang
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zewei Zhang
- Department of PET-CT Center, 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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9
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Murakami W, Tozaki M, Sasaki M, Hida AI, Ohi Y, Kubota K, Sagara Y. Correlation between 18F-FDG uptake on PET/MRI and the level of tumor-infiltrating lymphocytes (TILs) in triple-negative and HER2-positive breast cancer. Eur J Radiol 2019; 123:108773. [PMID: 31918248 DOI: 10.1016/j.ejrad.2019.108773] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 11/26/2019] [Accepted: 12/05/2019] [Indexed: 12/26/2022]
Abstract
PURPOSE The tumor microenvironment is related to the metabolism of cancer cells and local immune reactions. Previous studies have established TILs could be a significant prognostic factor, especially for triple-negative breast cancers (TNBC) and human epithelial growth factor receptor 2 (HER2)-positive breast cancers. We explore the association between metabolic information on PET/MRI with TILs in TNBC and HER2-positive breast cancer. METHOD We retrospectively reviewed the cases of 55 women with triple-negative or HER2-positive invasive ductal carcinomas who had undergone 18F-FDG PET/MRI without neo-adjuvant treatment for pre-operative evaluation. FDG uptake was quantified as standardized uptake value (SUV) max. The existence of peritumoral edema on PET/MRI was also recorded. The TIL score of the breast cancers was defined histologically on the basis of the proportion of the area infiltrated by lymphocytes, and classified as low (<10 %), intermediate (10-50 %), and high (>50 %). The association between PET/MRI findings and TILs was assessed using Kruskal-Wallis test and Wilcoxon signed-rank test. RESULTS There were 14 high TIL, 20 intermediate TIL and 21 low TIL lesions. Higher values of SUVmax were found in the high and intermediate TIL group as compared to the low TIL group (P = 0.013). On the other hand, the lesions with peritumoral edema in the low TIL group tended to show high SUVmax (P = 0.014). CONCLUSIONS 18F-FDG uptake on PET/MRI correlated with TIL levels in patients with TNBC and HER2-positive breast cancer. This finding suggests that preoperative PET/MRI may be useful as a non-invasive tool for guiding the treatment plan.
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Affiliation(s)
- Wakana Murakami
- Department of Radiology, National Defense Medical College, 3-2 Namiki, Tokorozawa City, Saitama, Japan.
| | - Mitsuhiro Tozaki
- Department of Radiology, Sagara Hospital, 3-31 Matsubara-cho, Kagoshima City, Kagoshima, Japan
| | - Michiro Sasaki
- Department of Radiology, Sagara Perth Avenue Clinic, 26-13 Shinyashiki-cho, Kagoshima City, Kagoshima, Japan
| | - Akira I Hida
- Department of Pathology, Matsuyama Shimin Hospital, 2-6-5 Otemachi, Matsuyama, Ehime, Japan
| | - Yasuyo Ohi
- Department of Pathology, Sagara Hospital, 3-31 Mtsubara-cho, Kagoshima City, Kagoshima, Japan
| | - Kazunori Kubota
- Department of Radiology, Dokkyo Medical University School of Medicine, 880 Kita-kobayashi, Mibumachi, Shimotsuga-gun, Tochigi, Japan
| | - Yoshiaki Sagara
- Department of Radiology, Sagara Hospital Affiliated Breast Center, 3-28 Tenokuchi-cho, Kagoshima City, Kagoshima, Japan
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18F-FDG PET/CT in non-small-cell lung cancer patients: a potential predictive biomarker of response to immunotherapy. Nucl Med Commun 2019; 40:802-807. [PMID: 31045745 DOI: 10.1097/mnm.0000000000001025] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
AIM The aim of this study was to assess the predictive role of fluorine-18-fluorodeoxyglucose (F-FDG) PET/computed tomography (CT) in the evaluation of response to immunotherapy in patients affected by metastatic lung cancer. MATERIALS AND METHODS From a single-center database, data for 32 patients (median age: 69 years; range: 37-78) with metastatic lung cancer were retrospectively retrieved. All patients were treated with nivolumab. PD-L1 expression was available in 19/32 patients. All patients underwent F-FDG PET/CT before immunotherapy. Whole-body maximum standardized uptake value (SUVmaxwb), metabolic tumor volume (MTVwb), and total lesion glycolysis (TLGwb) were obtained as the sum of SUVmax, metabolic tumor volume, and total lesion glycolysis in all metabolic lesions. The best response to therapy was considered in terms of partial response (PR), stable disease (SD), and progressive disease (PD) on the basis of clinical and radiological follow-up. RESULTS F-FDG PET/CT was positive in 30/32 (94%) patients. The majority of them had a pathological F-FDG uptake in the lung, lymph nodes, and bones. SUVmaxwb, MTVwb, and TLGwb were higher in patients with a positive PD-L1 expression than those with negative expression. Twenty-one patients achieved disease control (PR+SD), whereas 11 did not (PD). SUVmaxwb was significantly higher in patients without a response to therapy than those with a response to immunotherapy (median: 48.97 vs. 20.85; Student t-test: P = 0.002). Similarly, TLGwb and MTVwb were also higher in nonresponders than responders, although not statistically significant. However, the difference was more evident in women than men (median SUVmaxwb in responders and nonresponders for women and men: 17.86 vs. 85.89 and 21.38 vs. 44.38, respectively). CONCLUSION The entire tumor burden evaluated by F-FDG PET/CT can be predictive of response to immunotherapy in patients with metastatic lung cancer. A large prospective multicenter trial is warranted to definitively assess the usefulness of F-FDG PET/CT as a predictive biomarker of response to immunotherapy.
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11
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Rossi G, Bauckneht M, Genova C, Rijavec E, Biello F, Mennella S, Dal Bello MG, Cittadini G, Bruzzi P, Piva R, Ceriani V, Sambuceti G, Lopci E, Morbelli S, Grossi F. Comparison Between 18F-FDG PET-Based and CT-Based Criteria in Non-Small Cell Lung Cancer Patients Treated with Nivolumab. J Nucl Med 2019; 61:990-998. [PMID: 31806768 DOI: 10.2967/jnumed.119.233056] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 11/11/2019] [Indexed: 12/24/2022] Open
Abstract
Because of the peculiar mechanism of action of immune checkpoint inhibitors (ICIs), evaluation of the radiologic response to them in solid tumors presents many challenges. We aimed to compare evaluation of the first response to nivolumab by means of CT-based criteria with respect to 18F-FDG PET response criteria in non-small cell lung cancer (NSCLC) patients. Methods: Seventy-two patients with advanced NSCLC were recruited in a single-institution ancillary trial within the expanded-access program (NCT02475382) for nivolumab. Patients underwent CT and 18F-FDG PET at baseline and after 4 cycles (the first evaluation). In cases of progressive disease, an additional evaluation was performed after 2 further cycles to confirm progression. We evaluated the treatment response on CT using RECIST 1.1 and the immune-related response criteria (irRC) and on 18F-FDG PET using PERCIST and immunotherapy-modified PERCIST. The concordance between CT- and PET-based criteria and the capability of each method to predict overall survival were evaluated. Results: Forty-eight of 72 patients were evaluable for a first response assessment with both PET- and CT-based criteria. We observed low concordance between CT- and PET-based criteria (κ-value of 0.346 and 0.355 between PERCIST and imPERCIST and RECIST, respectively. κ-value of 0.128 and 0.198 between PERCIST and imPERCIST and irRC, respectively). Regarding overall survival, irRC could more reliably distinguish responders from nonresponders. However, thanks to the prognostic value of partial metabolic response assessed by both PERCIST and immunotherapy-modified PERCIST, PET-based response maintained prognostic significance in patients classified as having progressive disease on the basis of irRC. Conclusion: Even though the present study did not support the routine use of 18F-FDG PET in the general population of NSCLC patients treated with ICIs, the findings suggest that metabolic response assessment has added prognostic value, potentially improving therapeutic decision making.
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Affiliation(s)
- Giovanni Rossi
- Lung Cancer Unit, IRCCS Policlinico San Martino, Genoa, Italy.,Department of Clinical, Surgical, and Experimental Sciences, Division of Experimental Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Matteo Bauckneht
- Nuclear Medicine Unit, IRCCS Policlinico San Martino, Genoa, Italy
| | - Carlo Genova
- Lung Cancer Unit, IRCCS Policlinico San Martino, Genoa, Italy
| | - Erika Rijavec
- Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Federica Biello
- Lung Cancer Unit, IRCCS Policlinico San Martino, Genoa, Italy
| | | | | | | | - Paolo Bruzzi
- Epidemiology Unit, IRCCS Policlinico San Martino, Genoa, Italy
| | - Roberta Piva
- Nuclear Medicine Unit, IRCCS Policlinico San Martino, Genoa, Italy
| | | | - Gianmario Sambuceti
- Nuclear Medicine Unit, IRCCS Policlinico San Martino, Genoa, Italy.,Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy; and
| | - Egesta Lopci
- Nuclear Medicine Unit, Humanitas Clinical and Research Center-IRCCS, Rozzano, Italy
| | - Silvia Morbelli
- Nuclear Medicine Unit, IRCCS Policlinico San Martino, Genoa, Italy .,Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy; and
| | - Francesco Grossi
- Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
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12
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Humbert O, Cadour N, Paquet M, Schiappa R, Poudenx M, Chardin D, Borchiellini D, Benisvy D, Ouvrier MJ, Zwarthoed C, Schiazza A, Ilie M, Ghalloussi H, Koulibaly PM, Darcourt J, Otto J. 18FDG PET/CT in the early assessment of non-small cell lung cancer response to immunotherapy: frequency and clinical significance of atypical evolutive patterns. Eur J Nucl Med Mol Imaging 2019; 47:1158-1167. [PMID: 31760467 DOI: 10.1007/s00259-019-04573-4] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 10/10/2019] [Indexed: 12/11/2022]
Abstract
PURPOSE This prospective study aimed (1) to assess the non-small cell lung cancer (NSCLC) evolutive patterns to immunotherapy using FDG-PET and (2) to describe their association with clinical outcome. DESIGN Fifty patients with metastatic NSCLC were included before pembrolizumab or nivolumab initiation. FDG-PET scan was performed at baseline and after 7 weeks of treatment (PETinterim1) and different criteria/parameters of tumor response were assessed, including PET response criteria in solid tumors (PERCIST). If a first PERCIST progressive disease (PD) without clinical worsening was observed, treatment was continued and a subsequent FDG-PET (PETinterim2) was performed at 3 months of treatment. Pseudo-progression (PsPD) was defined as a PERCIST response/stability on PETinterim2 after an initial PD. If a second PERCIST PD was assessed on PETinterim2, a homogeneous progression of lesions (termed immune homogeneous progressive-disease: iPDhomogeneous) was distinguished from a heterogeneous evolution (termed immune dissociated-response: iDR). A durable clinical benefit (DCB) of immunotherapy was defined as treatment continuation over a 6-month period. The association between PET evolutive profiles and DCB was assessed. RESULTS Using PERCIST on PETinterim1, 42% (21/50) of patients showed a response or stable disease, most of them (18/21) reached a DCB. In contrast, 58% (29/50) showed a PD, but more than one-third (11/29) were misclassified as they finally reached a DCB. No standard PETinterim1 criteria could accurately distinguished responding from non-responding patients. Treatment was continued in 19/29 of patients with a first PERCIST PD; the subsequent PETinterim2 demonstrated iPDhomogeneous, iDR and PsPD in 42% (8/19), 26% (5/19), and 32% (6/19), respectively. Whereas no patients with iPDhomogeneous experienced a DCB, all patients with iDR and PsPD reached a clinical benefit to immunotherapy. CONCLUSION In patients with a first PD on PERCIST and treatment continuation, a subsequent PET identifies more than half of them with iDR and PsPD, both patterns being strongly associated with a clinical benefit of immunotherapy.
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Affiliation(s)
- O Humbert
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France. .,Laboratory Transporter in Imaging and Radiotherapy in Oncology (TIRO), UMR E 4320, CEA, UCA, Nice, France.
| | - N Cadour
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France
| | - M Paquet
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France
| | - R Schiappa
- Department of Biostatistics, Centre Antoine-Lacassagne, UCA, Nice, France
| | - M Poudenx
- Department of Medical Oncology, Centre Antoine-Lacassagne, UCA, Nice, France
| | - D Chardin
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France.,Laboratory Transporter in Imaging and Radiotherapy in Oncology (TIRO), UMR E 4320, CEA, UCA, Nice, France
| | - D Borchiellini
- Department of Medical Oncology, Centre Antoine-Lacassagne, UCA, Nice, France.,Clinical Research and Innovation Office, Centre Antoine-Lacassagne, UCA, Nice, France
| | - D Benisvy
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France
| | - M J Ouvrier
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France
| | - C Zwarthoed
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France
| | - A Schiazza
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France
| | - M Ilie
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, UCA, Nice, France
| | - H Ghalloussi
- Department of Medical Oncology, Centre Antoine-Lacassagne, UCA, Nice, France
| | - P M Koulibaly
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France
| | - J Darcourt
- Department of Nuclear Medicine, Centre Antoine-Lacassagne, Université Côte d'Azur (UCA), 33 Avenue de Valombrose, 06189, Nice, France.,Laboratory Transporter in Imaging and Radiotherapy in Oncology (TIRO), UMR E 4320, CEA, UCA, Nice, France
| | - J Otto
- Department of Medical Oncology, Centre Antoine-Lacassagne, UCA, Nice, France
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13
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Shao N, Wan F, Zhu Y, Ye D. Conditional Survival in Patients with Advanced Renal Cell Carcinoma Treated with Nivolumab. Med Sci Monit 2019; 25:6518-6522. [PMID: 31469816 PMCID: PMC6738006 DOI: 10.12659/msm.916984] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background Nivolumab is approved for the treatment of advanced renal cell carcinoma (RCC). However, traditional overall survival (OS) or progression-free survival (PFS) do not reflect patient prognosis after initial management. Therefore, this study aimed to evaluate conditional overall survival (COS) and conditional progression-free survival (CPFS) in patients with advanced RCC treated with nivolumab. Material/Methods There were 847 patients with advanced RCC treated with first-line nivolumab plus ipilimumab (n=425) and sunitinib (n=422), and 821 patients were treated with second-line nivolumab (n=410) and everolimus (n=411). Primary endpoints were COS and CPFS. Individual patient data of PFS and OS were digitally reconstructed from two large randomized controlled trials (CheckMate 025 and CheckMate 214). Results In first-line treatment, compared with sunitinib, improvement of one-year CPFS for the nivolumab plus ipilimumab group after living for 0.5 and 0.75 years were 14% (from 53.0% to 67.0%) and 16% (from 57.0% to 73.0%) higher than the one-year PFS of 6.5% (from 42.9% to 49.4%), with similar results for one-year COS following first-line treatment. For second-line treatment, compared with everolimus, the improvement of one-year CPFS for the nivolumab group after living for 0.5 and 0.75 years were 19% (from 25.0% to 44.0%) and 19% (from 27.0% to 46.0%) and significantly higher than the one-year PFS of 4.5% (from 18.5% to 23.0%). Conclusions Survival benefit for patients with advanced RCC from nivolumab (plus ipilimumab) compared with sunitinib was more evident from conditional survival (CS) analysis of first-line treatment.
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Affiliation(s)
- Ning Shao
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Fangning Wan
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Yao Zhu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
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14
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Aide N, Hicks RJ, Le Tourneau C, Lheureux S, Fanti S, Lopci E. FDG PET/CT for assessing tumour response to immunotherapy : Report on the EANM symposium on immune modulation and recent review of the literature. Eur J Nucl Med Mol Imaging 2018; 46:238-250. [PMID: 30291373 PMCID: PMC6267687 DOI: 10.1007/s00259-018-4171-4] [Citation(s) in RCA: 179] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Accepted: 09/17/2018] [Indexed: 12/17/2022]
Abstract
This paper follows the immunotherapy symposium held during the European Association of Nuclear Medicine (EANM) 2017 Annual Congress. The biological basis of the immune checkpoint inhibitors and the drugs most frequently used for the treatment of solid tumours are reviewed. The issues of pseudoprogression (frequency, timeline), hyperprogression and immune-related side effects are discussed, as well as their implications for patient management. A review of the recent literature on the use of FDG PET for assessment of immunotherapy is presented, and recommendations are provided for assessing tumour response and reporting immune-related side effects with FDG PET based on published data and experts' experience. Representative clinical cases are also discussed.
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Affiliation(s)
- Nicolas Aide
- Nuclear Medicine Department, Caen University Hospital, Caen, France. .,Normandie University, Caen, France. .,INSERM 1086 ANTICIPE, Normandie University, Caen, France. .,EANM Oncology Committee, Vienna, Austria.
| | - Rodney J Hicks
- Centre for Molecular Imaging, Department of Cancer Imaging, Peter MacCallum Cancer, Melbourne, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Christophe Le Tourneau
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France.,INSERM U900 Research Unit, Saint-Cloud, France
| | - Stéphanie Lheureux
- Princess Margaret Cancer Centre, Department of Medical Oncology, University of Toronto, Toronto, ON, Canada
| | - Stefano Fanti
- EANM Oncology Committee, Vienna, Austria.,Nuclear Medicine, Policlinico S. Orsola, Università di Bologna, Bologna, Italy
| | - Egesta Lopci
- EANM Oncology Committee, Vienna, Austria.,Nuclear Medicine Department, Humanitas Clinical and Research Hospital, Rozzano, Milan, Italy
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15
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Wasielewski E, Cortot AB. [Tumour assessment criteria for immune checkpoint inhibitors]. Rev Mal Respir 2018; 35:828-845. [PMID: 30166076 DOI: 10.1016/j.rmr.2017.06.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 06/23/2017] [Indexed: 10/28/2022]
Abstract
The development of immune checkpoint inhibitors in thoracic oncology has led to a reconsideration of the rules for radiological tumor assessment. The RECIST criteria are widely used for the assessment of conventional treatments but are not suitable for anti-tumoral immunotherapy. The mechanism of action of this new class of drugs may induce specific patterns of response, which are not fully assessed by the RECIST criteria. Several new criteria have been proposed to better detect these patterns of response. The changes usually include confirmation of progression, new ways of assessing new lesions, and a larger role for clinical assessment. Nevertheless, harmonization and validation of these criteria remains indispensable. In this review, we will detail the different criteria that are currently available, and discuss their strengths and weaknesses.
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Affiliation(s)
- E Wasielewski
- Service de pneumologie et oncologie thoracique, université de Lille, hôpital Calmette, OncoLille, CHRU de Lille, boulevard Professeur-Jules-Leclercq, 59037 Lille, France
| | - A B Cortot
- Service de pneumologie et oncologie thoracique, université de Lille, hôpital Calmette, OncoLille, CHRU de Lille, boulevard Professeur-Jules-Leclercq, 59037 Lille, France.
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16
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Anti PD-1 treatment increases [ 18F]FDG uptake by cancer cells in a mouse B16F10 melanoma model. EJNMMI Res 2018; 8:82. [PMID: 30117062 PMCID: PMC6095935 DOI: 10.1186/s13550-018-0433-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 08/06/2018] [Indexed: 12/26/2022] Open
Abstract
Background Programmed cell death 1 (PD-1) inhibitors act as immune checkpoint inhibitors and are more effective for improving survival time with less toxicity as compared with conventional chemotherapies. In anti PD-1 therapy, it is important to evaluate metabolism in the cancer microenvironment, as this helps to clarify the pathological conditions. Herein, we investigate the early effects of PD-1 therapy on 2-deoxy-2-[18F]fluoro-d-glucose ([18F]FDG) uptake in vivo, focusing on cell distribution and glycolysis in both cancer and immune cells. Results In a B16F10 melanoma model, [18F]FDG-positron emission tomography (PET) was performed before treatment and 7 days after the start of treatment. Values were calculated as the percentage-injected activity per gram of tissue (%IA/g). Flow-cytometry was then performed to assess immune cell populations and glucose metabolism. There was a negligible difference in [18F]FDG uptake between tumors in the treatment group and non-treatment group before the treatment. In contrast, mean [18F]FDG uptake in the treatment group tumors was significantly higher (8.06 ± 0.48 %IA/g; P = 0.0074) than that in the non-treatment group (4.02 ± 1.03 %IA/g) after anti PD-1 treatment. Assessment of tumor immune cell populations showed that treatment slightly enriched CD8+ T cells and CD4+ T cells; however, infiltration of immune cells was negligible, and thus, immune cells were not responsible for the increase in [18F]FDG uptake. On the other hand, anti PD-1 treatment significantly increased glucose transporter 1 (GLUT1) and hexokinase II expression in CD45− cancer cells, indicating that anti PD-1 treatment increased glucose metabolism in cancer cells. Conclusion The present study shows that anti PD-1 therapy increases glucose metabolism in cancer cells. Electronic supplementary material The online version of this article (10.1186/s13550-018-0433-1) contains supplementary material, which is available to authorized users.
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17
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Rossi S, Castello A, Toschi L, Lopci E. Immunotherapy in non-small-cell lung cancer: potential predictors of response and new strategies to assess activity. Immunotherapy 2018; 10:797-805. [DOI: 10.2217/imt-2017-0187] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The treatment algorithm of advanced non-small-cell lung cancer is rapidly evolving. This result is mostly related to the availability in clinical practice of checkpoint inhibitors targeting the programmed death-1 (PD-1) and its ligands (PD-Ls) immunosuppressive pathway. Although patient's selection in the first-line setting relies essentially on high levels of PD-L1 tumor expression, treatment choice in pretreated patients is more challenging and, although clinical and biological characteristics might be of help, there is an urgent need for novel tools to better identify sensitive and resistant patients. In this context, the integration of molecular markers and immune-PET imaging might represent a potentially effective strategy to refine patient selection.
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Affiliation(s)
- Sabrina Rossi
- Medical Oncology, Humanitas Clinical & Research Hospital, Rozzano, Italy
| | - Angelo Castello
- Nuclear Medicine – Humanitas Cancer Center, Humanitas Clinical & Research Hospital, Via Manzoni 56, 20089 – Rozzano, Italy
| | - Luca Toschi
- Medical Oncology, Humanitas Clinical & Research Hospital, Rozzano, Italy
| | - Egesta Lopci
- Nuclear Medicine – Humanitas Cancer Center, Humanitas Clinical & Research Hospital, Via Manzoni 56, 20089 – Rozzano, Italy
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18
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Dynamic Adaptation of Tumor Immune Response With Nivolumab Demonstrated by 18F-FDG PET/CT. Clin Nucl Med 2018; 43:114-116. [PMID: 29261621 DOI: 10.1097/rlu.0000000000001934] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
A 61-year-old woman with lung adenocarcinoma failed first-line treatment and was placed on immunotherapy with nivolumab. FDG-PET/CT before immunotherapy showed metastases to thoracic nodes, liver, adrenal gland, and skeleton. Seven weeks after starting nivolumab, FDG-PET/CT showed mild residual activity in thoracic nodes and otherwise complete response. After 15 weeks, enlarged and FDG-avid axillary lymphadenopathy and worsening supraclavicular lymphadenopathy developed. After 20 weeks, FDG-PET/CT demonstrated marked improvement of axillary and supraclavicular lymphadenopathy. This case demonstrates that later progression of disease can still respond to continuing immunotherapy, hypothetically because of dynamic adaptations in the tug-of-war between the immunotherapy-augmented immune system and tumor.
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19
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Solinas C, Porcu M, Hlavata Z, De Silva P, Puzzoni M, Willard-Gallo K, Scartozzi M, Saba L. Critical features and challenges associated with imaging in patients undergoing cancer immunotherapy. Crit Rev Oncol Hematol 2017; 120:13-21. [PMID: 29198327 DOI: 10.1016/j.critrevonc.2017.09.017] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 09/13/2017] [Accepted: 09/30/2017] [Indexed: 01/03/2023] Open
Abstract
Manipulating an individual's immune system through immune checkpoint blockade is revolutionizing the paradigms of cancer treatment. Peculiar patterns and kinetics of response have been observed with these new drugs, rendering the assessment of tumor burden particularly challenging in cancer immunotherapy. The mechanisms of action for immune checkpoint blockade, based upon engagement of the adaptive immune system, can generate unusual response patterns, including pseudoprogression, hyperprogression, atypical and delayed responses. In patients treated with immune checkpoint blockade and radiotherapy, a reduction in tumor burden at metastatic sites distant from the irradiation field (abscopal effect) has been observed, with synergistic systemic immune effects provoked by this combination. New toxicities have also been observed, due to excessive immune activity in several organs, including lung, colon, liver and endocrine glands. Efforts to standardize assessment of cancer immunotherapy responses include novel consensus guidelines derived by modifying World Health Organization (WHO) and Response Evaluation Criteria In Solid Tumors (RECIST) criteria. The aim of this review is to evaluate imaging techniques currently used routinely in the clinic and those being used as investigational tools in immunotherapy clinical trials.
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Affiliation(s)
- Cinzia Solinas
- Molecular Immunology Unit, Institut Jules Bordet and Université Libre de Bruxelles, Boulevard de Waterloo, n. 127, Brussels, Belgium
| | - Michele Porcu
- Department of Radiology, Azienda Ospedaliero Universitaria of Cagliari, SS 554 Monserrato, CA, Italy.
| | - Zuzana Hlavata
- Department of Medical Oncology, CHR Mons - Hainaut, Avenue Baudouin de Constantinople, n. 5, Mons, Hainaut, Belgium
| | - Pushpamali De Silva
- Molecular Immunology Unit, Institut Jules Bordet and Université Libre de Bruxelles, Boulevard de Waterloo, n. 127, Brussels, Belgium
| | - Marco Puzzoni
- Department of Medical Oncology, Azienda Ospedaliero Universitaria of Cagliari, SS 554 Monserrato, CA, Italy
| | - Karen Willard-Gallo
- Molecular Immunology Unit, Institut Jules Bordet and Université Libre de Bruxelles, Boulevard de Waterloo, n. 127, Brussels, Belgium
| | - Mario Scartozzi
- Department of Medical Oncology, Azienda Ospedaliero Universitaria of Cagliari, SS 554 Monserrato, CA, Italy
| | - Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria of Cagliari, SS 554 Monserrato, CA, Italy
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20
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Metabolic activity by 18F-FDG-PET/CT is predictive of early response after nivolumab in previously treated NSCLC. Eur J Nucl Med Mol Imaging 2017; 45:56-66. [PMID: 28828507 DOI: 10.1007/s00259-017-3806-1] [Citation(s) in RCA: 142] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 08/07/2017] [Indexed: 01/11/2023]
Abstract
BACKGROUND Nivolumab, an anti-programmed death-1 (PD-1) antibody, is administered in patients with previously treated non-small cell lung cancer. However, little is known about the established biomarker predicting the efficacy of nivolumab. Here, we conducted a preliminary study to investigate whether 18F-FDG-PET/CT could predict the therapeutic response of nivolumab at the early phase. METHODS Twenty-four patients were enrolled in this study. 18F-FDG-PET/CT was carried out before and 1 month after nivolumab therapy. SUVmax, metabolic tumour volume (MTV), and total lesion glycolysis (TLG) were calculated. Immunohistochemical analysis of PD-L1 expression and tumour-infiltrating lymphocytes was conducted. RESULTS Among all patients, a partial metabolic response to nivolumab was observed in 29% on SUVmax, 25% on MTV, and 33% on TLG, whereas seven (29%) patients achieved a partial response (PR) based on RECIST v1.1. The predictive probability of PR (100% vs. 29%, p = 0.021) and progressive disease (100% vs. 22.2%, p = 0.002) at 1 month after nivolumab initiation was significantly higher in 18F-FDG on PET/CT than in CT scans. Multivariate analysis confirmed that 18F-FDG uptake after administration of nivolumab was an independent prognostic factor. PD-L1 expression and nivolumab plasma concentration could not precisely predict the early therapeutic efficacy of nivolumab. CONCLUSION Metabolic response by 18F-FDG was effective in predicting efficacy and survival at 1 month after nivolumab treatment.
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21
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Na KJ, Choi H. Tumor Metabolic Features Identified by 18F-FDG PET Correlate with Gene Networks of Immune Cell Microenvironment in Head and Neck Cancer. J Nucl Med 2017; 59:31-37. [PMID: 28588149 DOI: 10.2967/jnumed.117.194217] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2017] [Accepted: 05/30/2017] [Indexed: 12/24/2022] Open
Abstract
The importance of 18F-FDG PET in imaging head and neck squamous cell carcinoma (HNSCC) has grown in recent decades. Because PET has prognostic values, and provides functional and molecular information in HNSCC, the genetic and biologic backgrounds associated with PET parameters are of great interest. Here, as a systems biology approach, we aimed to investigate gene networks associated with tumor metabolism and their biologic function using RNA sequence and 18F-FDG PET data. Methods: Using RNA sequence data of HNSCC downloaded from The Cancer Genome Atlas data portal, we constructed a gene coexpression network. PET parameters including lesion-to-blood-pool ratio, metabolic tumor volume, and tumor lesion glycolysis were calculated. The Pearson correlation test was performed between module eigengene-the first principal component of modules' expression profile-and the PET parameters. The significantly correlated module was functionally annotated with gene ontology terms, and its hub genes were identified. Survival analysis of the significantly correlated module was performed. Results: We identified 9 coexpression network modules from the preprocessed RNA sequence data. A network module was significantly correlated with total lesion glycolysis as well as maximum and mean 18F-FDG uptake. The expression profiles of hub genes of the network were inversely correlated with 18F-FDG uptake. The significantly annotated gene ontology terms of the module were associated with immune cell activation and aggregation. The module demonstrated significant association with overall survival, and the group with higher module eigengene showed better survival than the other groups with statistical significance (P = 0.022). Conclusion: We showed that a gene network that accounts for immune cell microenvironment was associated with 18F-FDG uptake as well as prognosis in HNSCC. Our result supports the idea that competition for glucose between cancer cell and immune cell plays an important role in cancer progression associated with hypermetabolic features. In the future, PET parameters could be used as a surrogate marker of HNSCC for estimating molecular status of immune cell microenvironment.
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Affiliation(s)
- Kwon Joong Na
- Department of Community Health, Korea Health Promotion Institution, Seoul, Republic of Korea .,Department of Clinical Medical Sciences, Seoul National University, College of Medicine, Seoul, Republic of Korea; and
| | - Hongyoon Choi
- Department of Nuclear Medicine, Cheonan Public Health Center, Chungnam, Republic of Korea
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Ehlerding EB, England CG, Majewski RL, Valdovinos HF, Jiang D, Liu G, McNeel DG, Nickles RJ, Cai W. ImmunoPET Imaging of CTLA-4 Expression in Mouse Models of Non-small Cell Lung Cancer. Mol Pharm 2017; 14:1782-1789. [PMID: 28388076 DOI: 10.1021/acs.molpharmaceut.7b00056] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) is expressed on the surface of activated T cells and some tumor cells, and is the target of the clinically approved monoclonal antibody ipilimumab. In this study, we investigate specific binding of radiolabeled ipilimumab to CTLA-4 expressed by human non-small cell lung cancer cells in vivo using positron emission tomography (PET). Ipilimumab was radiolabeled with 64Cu (t1/2 = 12.7 h) through the use of the chelator 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA) to formulate 64Cu-DOTA-ipilimumab. CTLA-4 expression in three non-small cell lung cancer (NSCLC) cell lines (A549, H460, and H358) was verified and quantified by Western blot and enzyme-linked immunosorbent assays (ELISA). A receptor binding assay was utilized to monitor the binding and internalization of 64Cu-DOTA-ipilimumab in the NSCLC cell lines. Next, the biodistribution of 64Cu-DOTA-ipilimumab was mapped by longitudinal PET imaging up to 48 h after injection. Ex vivo biodistribution and histological studies were employed to verify PET results. By in vitro analysis, CTLA-4 was found to be expressed on all three NSCLC cell lines with A549 and H358 showing the highest and lowest level of expression, respectively. PET imaging and quantification verified these findings as the tracer accumulated highest in the A549 tumor model (9.80 ± 0.22%ID/g at 48 h after injection; n = 4), followed by H460 and H358 tumors with uptakes of 9.37 ± 0.26%ID/g and 7.43 ± 0.05%ID/g, respectively (n = 4). The specificity of the tracer was verified by injecting excess ipilimumab in A549 tumor-bearing mice, which decreased tracer uptake to 6.90 ± 0.51%ID/g at 48 after injection (n = 4). Ex vivo analysis following the last imaging session also corroborated these findings. 64Cu-DOTA-ipilimumab showed enhanced and persistent accumulation in CTLA-4-expressing tissues, which will enable researchers further insight into CTLA-4 targeted therapies in the future.
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Affiliation(s)
- Emily B Ehlerding
- Department of Medical Physics, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Christopher G England
- Department of Medical Physics, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Rebecca L Majewski
- Department of Biomedical Engineering, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Hector F Valdovinos
- Department of Medical Physics, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Dawei Jiang
- Department of Radiology, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Glenn Liu
- Department of Medicine, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Douglas G McNeel
- Department of Medicine, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Robert J Nickles
- Department of Medical Physics, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Weibo Cai
- Department of Medical Physics, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States.,Department of Biomedical Engineering, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States.,Department of Radiology, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
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