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Carter BW, Altan M, Shroff GS, Truong MT, Vlahos I. Post-chemotherapy and targeted therapy imaging of the chest in lung cancer. Clin Radiol 2021; 77:e1-e10. [PMID: 34538577 DOI: 10.1016/j.crad.2021.08.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 08/03/2021] [Indexed: 12/22/2022]
Abstract
Non-small-cell lung cancer (NSCLC) is frequently diagnosed when it is not amenable to local therapies; therefore, systemic agents are the mainstay of therapy for many patients. In recent years, treatment of advanced NSCLC has evolved from a general approach primarily involving chemotherapy to a more personalised strategy in which biomarkers such as the presence of genomic tumour aberrations and the expression of immune proteins such as programmed death-ligand 1 (PD-L1), in combination with other elements of clinical information such as histology and clinical stage, guide management. For instance, pathways resulting in uncontrolled growth and proliferation of tumour cells due to epidermal growth factor receptor (EGFR) mutations and anaplastic lymphoma kinase (ALK) rearrangements may be targeted by tyrosine kinase inhibitors (TKIs). In this article, we review the current state of medical oncology, imaging characteristics of mutations, pitfalls in response assessments and the imaging of complications.
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Affiliation(s)
- B W Carter
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - M Altan
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - G S Shroff
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - M T Truong
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - I Vlahos
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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2
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Abstract
Thoracic tumors are a leading cause of cancer-related morbidity and mortality. In recent years, developments in oncologic treatments for these tumors have ushered in an era of targeted therapy, and, in many cases, these novel treatments have replaced conventional strategies to become standard therapeutic options, particularly in those with lung cancer. Targeted medical therapies for lung cancer now include angiogenesis inhibitors, tyrosine kinase inhibitors, and immunotherapeutic agents. Several novel ablative therapies have also gained widespread acceptance as alternatives to conventional surgical options in appropriately selected patients. Tumors treated with targeted medical therapies can respond to treatment differently when compared with conventional therapies. For example, pseudoprogression is a well-described phenomenon in patients receiving checkpoint inhibitor immunotherapy in which an initial increase in tumor burden is followed by a decrease in tumor burden and sometimes partial or complete response, while the frequent cavitating responses seen when antiangiogenic agents are used can be difficult to quantify using existing response assessment criteria. In some cases, novel response assessment criteria are needed to adequately capture response. In addition, numerous treatment-related side effects have been described, which are important to recognize, both to ensure appropriate treatment and to avoid misclassification as worsening tumor. Imaging plays a vital role in the assessment of patients receiving targeted medical therapy, and it is essential that thoracic radiologists are familiar with the rationale underpinning these treatments and the expected posttherapy findings.
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Xie X, Chen H, Yang H, Lin H, Zhou S, Shen R, Lu C, Ling L, Lin W, Liao Z. Predictive value of positron emission tomography for the prognosis of molecularly targeted therapy in solid tumors. Onco Targets Ther 2018; 11:8885-8899. [PMID: 30573975 PMCID: PMC6290871 DOI: 10.2147/ott.s178076] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Objective This study aimed at comprehensively exploring the value applying positron emission tomography (PET) to predict the effect of molecularly targeted therapy in solid tumors. Materials and methods A systematic search was performed for potentially relevant studies from the time of inception to February 2017. The primary endpoints were progression-free survival (PFS), overall survival (OS), and time to progression (TTP). The results were analyzed by Review Manager version 5.3 (RevMan 5.3) statistical software. Subgroup analyses were implemented based on the type of molecularly targeted agents (monoclonal antibodies arm and small molecular targeted agents arm), mechanism (erlotinib/gefitinib arm and bevacizumab arm), radioactive tracers, type of tumor, and reevaluated PET timing. Results Twenty-six studies incorporating 865 individuals were eligible. Compared with PET nonresponse group, PET response group displayed a decrease in maximal standard uptake value (SUVmax), which was associated with a significantly prolonged PFS (HR =0.41, 95% CI [0.29, 0.59]; P<0.00001), OS (HR =0.52, 95% CI [0.40, 0.67]; P<0.00001), and TTP (HR =0.30, 95% CI [0.14, 0.66]; P=0.003). Similar results were obtained in the subgroup analyses of PFS in erlotinib/gefitinib arm and small molecular targeted agents arm; and OS in lung cancer arm, erlotinib/gefitinib arm, bevacizumab arm, small molecular targeted agents arm, monoclonal antibodies arm, 18F-fluorodeoxythymidine (18F-FLT) arm, 18F-fluorodeoxyglucose (18F-FDG) arm, and early PET timing arm. Conclusion Our study demonstrated that PET was a favorable approach to predict the prognosis of molecularly targeted therapy for solid tumors. PET assessment within 2 weeks could be useful to predict clinical outcome.
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Affiliation(s)
- Xianhe Xie
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Huijuan Chen
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Haitao Yang
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Heng Lin
- Department of Oncology, Fuzhou Pulmonary Hospital, Fuzhou, Fujian, People's Republic of China
| | - Sijing Zhou
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Ruifen Shen
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Cuiping Lu
- Department of Medical Oncology, Longyan First Hospital Affiliated to Fujian Medical University, Longyan, Fujian, People's Republic of China
| | - Liting Ling
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Wanzun Lin
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
| | - Ziyuan Liao
- Department of Chemotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China,
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Abstract
Non-small cell lung cancer (NSCLC) is usually diagnosed when it is not amenable to curative surgery or radiation. Many of these patients are candidates for systemic therapy. Median survival is only approximately 10 months, and, accordingly, treatment in advanced NSCLC is evolving toward a more personalized approach with the identification of genetic abnormalities based on biomarkers. For example, gene mutations in EGFR (epidermal growth factor receptor) and ALK (anaplastic lymphoma kinase) lead to a cascade of pathways resulting in uncontrolled growth, proliferation, and survival of tumor cells. Targeted therapies are aimed at the products of these mutated genes and include agents such as erlotinib and gefitinib (in EGFR-mutant NSCLC) or crizotinib (in ALK-positive NSCLC). Antiangiogenesis agents such as bevacizumab are another category of targeted therapy that inhibits vascular endothelial growth factors. The imaging characteristics of advanced NSCLC with genetic abnormalities, the evolution of targeted therapies and their imaging manifestations will be discussed.
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Dai D, Xu W, Wang Q, Li X, Zhu Y. [Current Status and Progress in Molecular Imaging of Non-small Cell Lung
Cancer for Molecular Targeted EGFR-TKI Treatment Sensitivity and
Treatment Tolerance Prediction]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2017; 20:852-856. [PMID: 29277186 PMCID: PMC5973391 DOI: 10.3779/j.issn.1009-3419.2017.12.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
肺癌80%以上为非小细胞肺癌(non-small cell lung cancer, NSCLC),表皮生长因子受体(epidermal growth factor receptor, EGFR)介导的信号通路与NSCLC发生发展密切相关。针对EGFR的小分子EGFR赖氨酸激酶抑制剂(EGFR-tyrosine kinase inhibitor, EGFR-TKI)被应用于NSCLC的临床治疗,正电子发射计算机断层显像(positron emission tomography/computed tomgraphy, PET/CT)能够无创地对NSCLC患者全身EGFR表达及突变状况进行连续动态监测。18F-FDG PET/CT显像对于EGFR活化突变、EGFR-TKI治疗疗效具有预测价值,并且能够在体直接观察到药物与全身肿瘤病灶EGFR靶向结合的具体情况,通过治疗前后的PET-CT显像,实现治疗前高敏人群筛选和治疗全过程的动态监测、治疗策略指导,对实现NSCLC的EGFR-TKI精准治疗至关重要。
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Affiliation(s)
- Dong Dai
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Wengui Xu
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Qi Wang
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Xiaofeng Li
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
| | - Yanjia Zhu
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, China
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Yabuuchi H, Kawanami S, Iwama E, Okamoto I, Kamitani T, Sagiyama K, Yamasaki Y, Honda H. Prediction of Therapeutic Effect of Chemotherapy for NSCLC Using Dual-Input Perfusion CT Analysis: Comparison among Bevacizumab Treatment, Two-Agent Platinum-based Therapy without Bevacizumab, and Other Non-Bevacizumab Treatment Groups. Radiology 2017; 286:685-695. [PMID: 29059037 DOI: 10.1148/radiol.2017162204] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Purpose To determine whether dual-input perfusion computed tomography (CT) can predict therapeutic response and prognosis in patients who underwent chemotherapy for non-small cell lung cancer (NSCLC). Materials and Methods The institutional review board approved this study and informed consent was obtained. Sixty-six patients with stage III or IV NSCLC (42 men, 24 women; mean age, 63.4 years) who underwent chemotherapy were enrolled. Patients were separated into three groups: those who received chemotherapy with bevacizumab (BV) (n = 20), those who received two-agent platinum-based therapy without BV (n = 25), and those who received other non-BV treatment (n = 21). Before treatment, pulmonary artery perfusion (PAP) and bronchial artery perfusion (BAP) of the tumors were calculated. Predictors of tumor reduction after two courses of chemotherapy and prognosis were identified by using univariate and multivariate analyses. Covariates included were age, sex, patient's performance status, baseline maximum diameter of the tumor, clinical stage, pretreatment PAP, and pretreatment BAP. For multivariate analyses, multiple linear regression analysis for tumor reduction rate and Cox proportional hazards model for prognosis were performed, respectively. Results Pretreatment BAP was independently correlated with tumor reduction rate after two courses of chemotherapy in the BV treatment group (P = .006). Pretreatment BAP was significantly associated with a highly cumulative risk of death (P = .006) and disease progression after chemotherapy (P = .015) in the BV treatment group. Pretreatment PAP and clinical parameters were not significant predictors of therapeutic effect or prognosis in three treatment groups. Conclusion Pretreatment BAP derived from dual-input perfusion CT seems to be a promising tool to help predict responses to chemotherapy with BV in patients with NSCLC. © RSNA, 2017.
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Affiliation(s)
- Hidetake Yabuuchi
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Satoshi Kawanami
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Eiji Iwama
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Isamu Okamoto
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Takeshi Kamitani
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Koji Sagiyama
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Yuzo Yamasaki
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Hiroshi Honda
- From the Department of Health Sciences (H.Y.), Department of Clinical Radiology (S.K., T.K., K.S., Y.Y., H.H.), and Research Institute for Diseases of the Chest (E.I., I.O.), Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
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Ma J, Wu X, Li J, Wang Z, Wang Y. Prognostic value of early response assessment using (18F)FDG-PET in patients with advanced non-small cell lung cancer treated with tyrosine-kinase inhibitors. J Investig Med 2017; 65:935-941. [PMID: 28360035 DOI: 10.1136/jim-2017-000433] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/18/2017] [Indexed: 12/31/2022]
Abstract
The purpose of this meta-analysis was to determine the prognostic value of early response assessment using (18F)fluorodeoxyglucose (FDG)-positron emission thermography (PET) in patients with advanced non-small cell lung cancer (NSCLC) treated with tyrosine-kinase inhibitors (TKIs). MEDLINE, PubMed, Cochrane, EMBASE, and Google Scholar databases were searched until August 1, 2016 using the keywords non-small cell lung carcinoma, positron-emission tomography, fluorodeoxyglucose, prognosis, disease progression, survival, erlotinib, gefitinib, and afatinib. Inclusion criteria were studies of patients with stage III or IV NSCLC treated with a TKI and had response assessed by FDG-PET. Outcome measures were overall survival (OS) and progression-free survival (PFS). Of the 167 articles identified, 10 studies including 302 patients were included in the analysis. In 8 studies, patients were treated with erlotinib, and in 2 they were treated with gefitinib. The overall analysis revealed that early metabolic response was statistically associated with improved OS (HR=0.54; 95% CI 0.46 to 0.63; p<0.001), and with longer PFS (HR=0.23; 95% CI 0.17 to 0.33; p<0.001). Early response of patients with NSCLC treated with TKIs identified on FDG-PET is associated with improved OS and PFS.
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Affiliation(s)
- Jun Ma
- Department of Thoracic surgery, Heji Hospital Affiliated to Changzhi Medical College, Changzhi, China
| | - Xiaojing Wu
- Department of Respiratory Medicine, Heji Hospital Affiliated to Changzhi Medical College, Changzhi, China
| | - Jianghong Li
- Department of Thoracic surgery, Heji Hospital Affiliated to Changzhi Medical College, Changzhi, China
| | - Zhihua Wang
- Department of Thoracic surgery, Heji Hospital Affiliated to Changzhi Medical College, Changzhi, China
| | - Yi Wang
- Department of Thoracic surgery, Heji Hospital Affiliated to Changzhi Medical College, Changzhi, China
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Mena E, Yanamadala A, Cheng G, Subramaniam RM. The Current and Evolving Role of PET in Personalized Management of Lung Cancer. PET Clin 2016; 11:243-59. [DOI: 10.1016/j.cpet.2016.02.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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Ho KC, Fang YHD, Chung HW, Liu YC, Chang JWC, Hou MM, Yang CT, Cheng NM, Su TP, Yen TC. TLG-S criteria are superior to both EORTC and PERCIST for predicting outcomes in patients with metastatic lung adenocarcinoma treated with erlotinib. Eur J Nucl Med Mol Imaging 2016; 43:2155-2165. [PMID: 27260520 DOI: 10.1007/s00259-016-3433-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 05/26/2016] [Indexed: 12/15/2022]
Abstract
PURPOSE In this retrospective review of prospectively collected data, we sought to investigate whether early FDG-PET assessment of treatment response based on total lesion glycolysis measured using a systemic approach (TLG-S) would be superior to either local assessment with EORTC (European Organization for Research and Treatment of Cancer) criteria or single-lesion assessment with PERCIST (PET Response Criteria in Solid Tumors) for predicting clinical outcomes in patients with metastatic lung adenocarcinoma treated with erlotinib. We also examined the effect of bone flares on tumor response evaluation by single-lesion assessment with PERCIST in patients with metastatic bone lesions. METHODS We performed a retrospective review of prospectively collected data from 23 patients with metastatic lung adenocarcinoma treated with erlotinib. All participants underwent FDG-PET imaging at baseline and on days 14 and 56 after completion of erlotinib treatment. In addition, diagnostic CT scans were performed at baseline and on day 56. FDG-PET response was assessed with TLG-S, EORTC, and PERCIST criteria. Response assessment based on RECIST 1.1 (Response Evaluation Criteria in Solid Tumors) from diagnostic CT imaging was used as the reference standard. Two-year progression-free survival (PFS) and overall survival (OS) served as the main outcome measures. RESULTS We identified 13 patients with bone metastases. Of these, four (31 %) with persistent bone uptake due to bone flares on day 14 were erroneously classified as non-responders according to the PERCIST criteria, but they were correctly classified as responders according to both the EORTC and TLG-S criteria. Patients who were classified as responders on day 14 based on TLG-S criteria had higher rates of 2-year PFS (26.7 % vs. 0 %, P = 0.007) and OS (40.0 % vs. 7.7 %, P = 0.018). Similar rates were observed in patients who showed a response on day 56 based on CT imaging according to the RECIST criteria. Patients classified as responders on day 14 according to the EORTC criteria on FDG-PET imaging had better rates of 2-year OS than did non-responders (36.4 % vs. 8.3 %, P = 0.015). CONCLUSIONS TLG-S criteria may be of greater help in predicting survival outcomes than other forms of assessment. Bone flares, which can interfere with the interpretation of treatment response based on PERCIST criteria, are not uncommon in patients with metastatic lung adenocarcinoma treated with erlotinib.
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Affiliation(s)
- Kung-Chu Ho
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.,Department of Nuclear Medicine and Center for Advanced Molecular Imaging and Translation, Chang Gung Memorial Hospital and Chang Gung University, 5 Fu-Shin Street, Kueishan, Taoyuan, 333, Taiwan
| | - Yu-Hua Dean Fang
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Hsiao-Wen Chung
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Yuan-Chang Liu
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - John Wen-Cheng Chang
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Ming-Mo Hou
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Cheng-Ta Yang
- Department of Thoracic Medicine, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Nai-Ming Cheng
- Department of Nuclear Medicine and Center for Advanced Molecular Imaging and Translation, Chang Gung Memorial Hospital and Chang Gung University, 5 Fu-Shin Street, Kueishan, Taoyuan, 333, Taiwan
| | - Tzu-Pei Su
- Department of Nuclear Medicine, Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Tzu-Chen Yen
- Department of Nuclear Medicine and Center for Advanced Molecular Imaging and Translation, Chang Gung Memorial Hospital and Chang Gung University, 5 Fu-Shin Street, Kueishan, Taoyuan, 333, Taiwan.
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Kitajima K, Doi H, Kanda T, Yamane T, Tsujikawa T, Kaida H, Tamaki Y, Kuribayashi K. Present and future roles of FDG-PET/CT imaging in the management of lung cancer. Jpn J Radiol 2016; 34:387-99. [PMID: 27121156 DOI: 10.1007/s11604-016-0546-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 04/12/2016] [Indexed: 12/19/2022]
Abstract
Integrated positron emission tomography/computed tomography (PET/CT) using 2-[(18)F]fluoro-2-deoxy-D-glucose ((18)F-FDG) has emerged as a powerful tool for combined metabolic and anatomic evaluation in clinical oncologic imaging. This review discusses the utility of (18)F-FDG PET/CT as a tool for managing patients with lung cancer. We discuss different patient management stages, including diagnosis, initial staging, therapy planning, early treatment response assessment, re-staging, and prognosis.
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Affiliation(s)
- Kazuhiro Kitajima
- Division of Nuclear Medicine and PET Center, Department of Radiology, Hyogo College of Medicine, 1-1 Mukogawa-cho, Nishinomiya, Hyogo, 663-8501, Japan.
| | - Hiroshi Doi
- Department of Radiology, Hyogo College of Medicine, 1-1 Mukogawa-cho, Nishinomiya, Hyogo, 663-8501, Japan
| | - Tomonori Kanda
- Department of Radiology, Teikyo University School of Medicine, 2-11-1 Kaga, Itabashi-ku, Tokyo, 173-8605, Japan
| | - Tomohiko Yamane
- Department of Nuclear Medicine, Saitama International Medical Center, Saitama Medical University, 1397-1 Yamane, Hidaka, Saitama, 350-1298, Japan
| | - Tetsuya Tsujikawa
- Department of Biomedical Imaging Research Center, Fukui University, 23-3 Matsuoka-Shimoaizuki, Eiheiji-cho, Fukui, 910-1193, Japan
| | - Hayato Kaida
- Department of Radiology, Kinki University Faculty of Medicine, 377-2 Ohnohigashi, Osakasayama, Osaka, 589-8511, Japan
| | - Yukihisa Tamaki
- Department of Radiation Oncology, Shimane University School of Medicine, 89-1 Enya-cho, Izumo, Shimane, 693-8501, Japan
| | - Kozo Kuribayashi
- Division of Respiratory Medicine, Department of Internal Medicine, Hyogo College of Medicine, 1-1 Mukogawa-cho, Nishinomiya, Hyogo, 663-8501, Japan
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Weller A, O'Brien MER, Ahmed M, Popat S, Bhosle J, McDonald F, Yap TA, Du Y, Vlahos I, deSouza NM. Mechanism and non-mechanism based imaging biomarkers for assessing biological response to treatment in non-small cell lung cancer. Eur J Cancer 2016; 59:65-78. [PMID: 27016624 DOI: 10.1016/j.ejca.2016.02.017] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 02/18/2016] [Indexed: 12/18/2022]
Abstract
Therapeutic options in locally advanced non-small cell lung cancer (NSCLC) have expanded in the past decade to include a palate of targeted interventions such as high dose targeted thermal ablations, radiotherapy and growing platform of antibody and small molecule therapies and immunotherapies. Although these therapies have varied mechanisms of action, they often induce changes in tumour architecture and microenvironment such that response is not always accompanied by early reduction in tumour mass, and evaluation by criteria other than size is needed to report more effectively on response. Functional imaging techniques, which probe the tumour and its microenvironment through novel positron emission tomography and magnetic resonance imaging techniques, offer more detailed insights into and quantitation of tumour response than is available on anatomical imaging alone. Use of these biomarkers, or other rational combinations as readouts of pathological response in NSCLC have potential to provide more accurate predictors of treatment outcomes. In this article, the robustness of the more commonly available positron emission tomography and magnetic resonance imaging biomarker indices is examined and the evidence for their application in NSCLC is reviewed.
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Affiliation(s)
- A Weller
- CRUK Cancer Imaging Centre, Institute of Cancer Research and Royal Marsden NHS Foundation Trust, UK.
| | - M E R O'Brien
- Department of Medicine, Royal Marsden NHS Foundation Trust, Downs Road, Surrey, SM2 5PT, UK
| | - M Ahmed
- Department of Radiotherapy, Royal Marsden NHS Foundation Trust, Downs Road, Surrey, SM2 5PT, UK
| | - S Popat
- Department of Medicine, Royal Marsden NHS Foundation Trust, Downs Road, Surrey, SM2 5PT, UK
| | - J Bhosle
- Department of Medicine, Royal Marsden NHS Foundation Trust, Downs Road, Surrey, SM2 5PT, UK
| | - F McDonald
- Department of Radiotherapy, Royal Marsden NHS Foundation Trust, Downs Road, Surrey, SM2 5PT, UK
| | - T A Yap
- Department of Medicine, Royal Marsden NHS Foundation Trust, Downs Road, Surrey, SM2 5PT, UK
| | - Y Du
- Department of Nuclear Medicine, Royal Marsden NHS Foundation Trust, Downs Road, Surrey, SM2 5PT, UK
| | - I Vlahos
- Radiology Department, St George's Hospital NHS Trust, London, SW17 0QT, UK
| | - N M deSouza
- CRUK Cancer Imaging Centre, Institute of Cancer Research and Royal Marsden NHS Foundation Trust, UK
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12
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Update on F-18-fluoro-deoxy-glucose-PET/computed tomography in nonsmall cell lung cancer. Curr Opin Pulm Med 2016; 21:314-21. [PMID: 25978629 DOI: 10.1097/mcp.0000000000000182] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE OF REVIEW The aim of this review is to provide an outline of current evidence for the use of F-18-fluoro-deoxy-glucose PET computed tomography (FDG-PET/CT) in nonsmall cell lung cancer (NSCLC) for diagnosis, staging, radiotherapy planning, response assessment and response monitoring. RECENT FINDINGS Management of patients with NSCLC requires a multimodality approach to accurately diagnose and stage patients. In this approach, FDG-PET/CT has become a standard staging instrument in lung cancer. FDG-PET/CT is, in addition to staging, also valuable for the characterization of the solitary pulmonary nodule. An increased uptake in the nodule as compared with mediastinal blood pool is suspected for malignancy. In radiotherapy planning, FDG-PET/CT can assist the radiation oncologist for optimal dose delivery to the tumour, while sparing healthy tissues. Evidence of the prognostic and predictive implications of FDG-PET/CT is accumulating. Volumetric parameters of PET, such as metabolic active tumour volume and total lesion glycolysis, are promising predictive and prognostic biomarkers. However, for implementation of metabolic response parameters in clinical practice, more randomized, PET-based, multicentre trials are necessary. The introduction of integrated PET and MRI scanners did not change the pivotal role of standard FDG-PET/CT yet, as with current technology, PET/MRI did not show superior performance in thoracic staging. SUMMARY The role of PET is described for diagnosis, staging and response assessment.
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Cook GJR, O'Brien ME, Siddique M, Chicklore S, Loi HY, Sharma B, Punwani R, Bassett P, Goh V, Chua S. Non-Small Cell Lung Cancer Treated with Erlotinib: Heterogeneity of (18)F-FDG Uptake at PET-Association with Treatment Response and Prognosis. Radiology 2015; 276:883-93. [PMID: 25897473 DOI: 10.1148/radiol.2015141309] [Citation(s) in RCA: 129] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
PURPOSE To determine if first-order and high-order textural features on fluorine 18 ((18)F) fluorodeoxyglucose (FDG) positron emission tomography (PET) images of non-small cell lung cancer (NSCLC) (a) at baseline, (b) at 6 weeks, or (c) the percentage change between baseline and 6 weeks can predict response or survival in patients treated with erlotinib. MATERIALS AND METHODS Institutional review board approval was obtained for post hoc analysis of data from a prospective single-center study for which informed consent was obtained. The study included 47 patients with NSCLC who underwent (18)F-FDG PET/computed tomography (CT) at baseline (n = 47) and 6 weeks (n = 40) after commencing treatment with erlotinib. First-order and high-order primary tumor texture features reflecting image heterogeneity, standardized uptake values, metabolic tumor volume, and total lesion glycolysis were measured for all (18)F-FDG PET studies. Response to erlotinib was assessed by using the Response Evaluation Criteria in Solid Tumors (RECIST) on CT images obtained at 12 weeks (n = 32). Associations between PET parameters, overall survival (OS), and RECIST-based treatment response were tested by Cox and logistic regression analyses, respectively. RESULTS Median OS was 14.1 months. According to CT RECIST at 12 weeks, there were 21 nonresponders and 11 responders. Response to erlotinib was associated with reduced heterogeneity (first-order standard deviation, P = .01; entropy, P = .001; uniformity, P = .001). At multivariable analysis, high-order contrast at 6 weeks (P = .002) and percentage change in first-order entropy (P = .03) were independently associated with survival. Percentage change in first-order entropy was also independently associated with treatment response (P = .01). CONCLUSION Response to erlotinib is associated with reduced heterogeneity at (18)F-FDG PET. Changes in first-order entropy are independently associated with OS and treatment response.
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Affiliation(s)
- Gary J R Cook
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Mary E O'Brien
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Muhammad Siddique
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Sugama Chicklore
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Hoi Y Loi
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Bhupinder Sharma
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Ravi Punwani
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Paul Bassett
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Vicky Goh
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
| | - Sue Chua
- From the Division of Imaging Sciences and Biomedical Engineering, King's College London, St Thomas' Hospital, London SE1 7EH, England (G.J.R.C., M.S., S.C., V.G.); the Lung Unit (M.E.O., R.P.) and Department of Nuclear Medicine and PET (H.Y.L., B.S., S.C.), the Royal Marsden National Health Service (NHS) Foundation Trust, Sutton, England; and Statsconsultancy, Amersham, Buckinghamshire, England (P.B.)
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Spreafico A, Delord JP, De Mattos-Arruda L, Berge Y, Rodon J, Cottura E, Bedard PL, Akimov M, Lu H, Pain S, Kaag A, Siu LL, Cortes J. A first-in-human phase I, dose-escalation, multicentre study of HSP990 administered orally in adult patients with advanced solid malignancies. Br J Cancer 2015; 112:650-9. [PMID: 25625276 PMCID: PMC4333497 DOI: 10.1038/bjc.2014.653] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Revised: 11/04/2014] [Accepted: 12/04/2014] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Heat-shock protein 990 (HSP990) is a potent and selective synthetic small-molecule HSP90 inhibitor. The primary objectives of this phase I first-in-human study were to determine dose-limiting toxicities (DLTs), maximum-tolerated dose (MTD) and recommended phase II dose (RP2D). Secondary objectives included characterisation of the safety profile, pharmacokinetics (PKs) and pharmacodynamics (PDs). METHODS Heat-shock protein 990 was administered orally once or two times weekly on a 28-day cycle schedule in patients with advanced solid tumours. Dose escalation was guided by a Bayesian logistic regression model with overdose control. RESULTS A total of 64 patients were enrolled. Fifty-three patients received HSP990 once weekly at 2.5, 5, 10, 20, 30, 50 or 60 mg, whereas 11 patients received HSP990 two times weekly at 25 mg. Median duration of exposure was 8 weeks (range 1-116 weeks) and 12 patients remained on treatment for >16 weeks. Dose-limiting toxicities occurred in seven patients and included diarrhoea, QTc prolongation, ALT/AST elevations and central neurological toxicities. The most common drug-related adverse events were diarrhoea, fatigue and decreased appetite. Further dose escalation beyond 60 mg once weekly was not possible owing to neurological toxicity. Rapid absorption, no drug accumulation and large interpatient variability in PK exposures were observed. No objective responses were seen; 25 patients had a best overall response of stable disease. CONCLUSIONS Heat-shock protein 990 is relatively well tolerated, with neurological toxicity being the most relevant DLT. The single agent MTD/RP2D of HSP990 was declared at 50 mg once weekly.
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Affiliation(s)
- A Spreafico
- Drug Development Program, UHN – Princess Margaret Cancer Centre, Division of Medical Oncology and Hematology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - J-P Delord
- Institut Claudius Regaud, Toulouse, France
| | - L De Mattos-Arruda
- Vall d'Hebron University Hospital, Hospital and Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Y Berge
- Institut Claudius Regaud, Toulouse, France
| | - J Rodon
- Vall d'Hebron University Hospital, Hospital and Universitat Autonoma de Barcelona, Barcelona, Spain
| | - E Cottura
- Institut Claudius Regaud, Toulouse, France
| | - P L Bedard
- Drug Development Program, UHN – Princess Margaret Cancer Centre, Division of Medical Oncology and Hematology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - M Akimov
- Novartis Pharma AG, Basel, Switzerland
| | - H Lu
- Novartis Pharmaceuticals Corp, East Hanover, NJ, USA
| | - S Pain
- Novartis Pharmaceuticals Corp, East Hanover, NJ, USA
| | - A Kaag
- Novartis Pharma AG, Basel, Switzerland
| | - L L Siu
- Drug Development Program, UHN – Princess Margaret Cancer Centre, Division of Medical Oncology and Hematology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - J Cortes
- Vall d'Hebron University Hospital, Hospital and Universitat Autonoma de Barcelona, Barcelona, Spain
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Sahiner I, Vural GU. Positron emission tomography/computerized tomography in lung cancer. Quant Imaging Med Surg 2014; 4:195-206. [PMID: 24914421 DOI: 10.3978/j.issn.2223-4292.2014.03.05] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Accepted: 03/14/2014] [Indexed: 12/25/2022]
Abstract
Positron emission tomography (PET) using 2-(18F)-flouro-2-deoxy-D-glucose (FDG) has emerged as a useful tool in the clinical work-up of lung cancer. This review article provides an overview of applications of PET in diagnosis, staging, treatment response evaluation, radiotherapy planning, recurrence assessment and prognostication of lung cancer.
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Affiliation(s)
- Ilgin Sahiner
- Ankara Oncology Research and Training Hospital, Turkey
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Nishino M, Hatabu H, Johnson BE, McLoud TC. State of the art: Response assessment in lung cancer in the era of genomic medicine. Radiology 2014; 271:6-27. [PMID: 24661292 DOI: 10.1148/radiol.14122524] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Tumor response assessment has been a foundation for advances in cancer therapy. Recent discoveries of effective targeted therapy for specific genomic abnormalities in lung cancer and their clinical application have brought revolutionary advances in lung cancer therapy and transformed the oncologist's approach to patients with lung cancer. Because imaging is a major method of response assessment in lung cancer both in clinical trials and practice, radiologists must understand the genomic alterations in lung cancer and the rapidly evolving therapeutic approaches to effectively communicate with oncology colleagues and maintain the key role in lung cancer care. This article describes the origin and importance of tumor response assessment, presents the recent genomic discoveries in lung cancer and therapies directed against these genomic changes, and describes how these discoveries affect the radiology community. The authors then summarize the conventional Response Evaluation Criteria in Solid Tumors and World Health Organization guidelines, which continue to be the major determinants of trial endpoints, and describe their limitations particularly in an era of genomic-based therapy. More advanced imaging techniques for lung cancer response assessment are presented, including computed tomography tumor volume and perfusion, dynamic contrast material-enhanced and diffusion-weighted magnetic resonance imaging, and positron emission tomography with fluorine 18 fluorodeoxyglucose and novel tracers. State-of-art knowledge of lung cancer biology, treatment, and imaging will help the radiology community to remain effective contributors to the personalized care of lung cancer patients.
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Affiliation(s)
- Mizuki Nishino
- From the Departments of Imaging (M.N.) and Medical Oncology (B.E.J.), Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA 02215; Departments of Radiology (M.N., H.H.) and Medicine (B.E.J.), Brigham and Women's Hospital, Boston, Mass; and Department of Radiology, Massachusetts General Hospital, Boston, Mass (T.C.M.)
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van Gool MH, Aukema TS, Schaake EE, Rijna H, Codrington HE, Valdés Olmos RA, Teertstra HJ, van Pel R, Burgers SA, van Tinteren H, Klomp HM. 18F-Fluorodeoxyglucose Positron Emission Tomography versus Computed Tomography in Predicting Histopathological Response to Epidermal Growth Factor Receptor–Tyrosine Kinase Inhibitor Treatment in Resectable Non-Small Cell Lung Cancer. Ann Surg Oncol 2014; 21:2831-7. [DOI: 10.1245/s10434-014-3791-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Indexed: 12/17/2022]
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van Gool MH, Aukema TS, Schaake EE, Rijna H, Valdés Olmos RA, van Pel R, Burgers SA, van Tinteren H, Klomp HM. Timing of metabolic response monitoring during erlotinib treatment in non-small cell lung cancer. J Nucl Med 2014; 55:1081-6. [PMID: 24812245 DOI: 10.2967/jnumed.113.130674] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Accepted: 03/14/2014] [Indexed: 11/16/2022] Open
Abstract
UNLABELLED The purpose of this study was to prospectively evaluate the timing of metabolic response monitoring with (18)F-FDG PET of (neoadjuvant) erlotinib treatment in patients with early-stage non-small cell lung cancer. METHODS This study was designed as an open-label phase II trial performed in 4 hospitals in The Netherlands. Patients received preoperative erlotinib (150 mg) once daily for 3 wk. Response evaluation was performed after 4-7 d and at 3 wk with (18)F-FDG PET/CT scans. Tumor (18)F-FDG uptake and changes were measured as standardized uptake values (SUVs). The metabolic response was classified on the basis of European Organization for Research and Treatment of Cancer criteria (>25% decrease in the maximum SUV) and was compared with histopathologic regression as observed in the resection specimen. RESULTS From December 2006 to November 2010, 60 patients with non-small cell lung cancer eligible for surgical resection were enrolled in this study. For 43 patients (18 men and 25 women), baseline (18)F-FDG PET/CT scans as well as both monitoring scans and histopathologic response monitoring were available. A partial metabolic response on (18)F-FDG PET/CT scans was observed for 10 patients (23%) after 1 wk and for 14 patients (33%) after 3 wk. Histopathologic examination revealed regression (necrosis of >50%) in 11 patients (26%). In these patients, the maximum SUV decreased by a mean of 17% within 1 wk and a mean of 31% at 3 wk. Seven patients were identified as responders within 1 wk. CONCLUSION Response monitoring with (18)F-FDG PET/CT within 1 wk after the start of erlotinib treatment identified approximately 64% of histopathologic responders on the basis of European Organization for Research and Treatment of Cancer criteria.
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Affiliation(s)
- Matthijs H van Gool
- Department of Surgical Oncology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Tjeerd S Aukema
- Department of Surgical Oncology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands Department of Nuclear Medicine, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Eva E Schaake
- Department of Thoracic Oncology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Herman Rijna
- Department of Surgery, Kennemer Gasthuis, Haarlem, The Netherlands
| | - Renato A Valdés Olmos
- Department of Nuclear Medicine, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Renée van Pel
- Department of Pathology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands; and
| | - Sjaak A Burgers
- Department of Thoracic Oncology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Harm van Tinteren
- Department of Biometrics, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
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Langer NH, Christensen TN, Langer SW, Kjaer A, Fischer BM. PET/CT in therapy evaluation of patients with lung cancer. Expert Rev Anticancer Ther 2014; 14:595-620. [PMID: 24702537 DOI: 10.1586/14737140.2014.883280] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
FDG-PET/CT is a well documented and widespread used imaging modality for the diagnosis and staging of patient with lung cancer. FDG-PET/CT is increasingly used for the assessment of treatment effects during and after chemotherapy. However, PET is not an accepted surrogate end-point for assessment of response rate in clinical trials. The aim of this review is to present current evidence on the use of PET in response evaluation of patients with lung cancer and to introduce the pearls and pitfalls of the PET-technology relating to response assessment. Based on this and relating to validation criteria, including stable technology, standardization, reproducibility and broad availability, the review discusses why, despite numerous studies on response assessment indicating a possible role for FDG-PET/CT, PET still has no place in guidelines relating to response evaluation in lung cancer.
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Affiliation(s)
- Natasha Hemicke Langer
- Department of Clinical Physiology, Nuclear Medicine and PET, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, DK-2100 Copenhagen, Denmark
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Chong Y, Kim JH, Lee HY, Ahn YC, Lee KS, Ahn MJ, Kim J, Shim YM, Han J, Choi YL. Quantitative CT variables enabling response prediction in neoadjuvant therapy with EGFR-TKIs: are they different from those in neoadjuvant concurrent chemoradiotherapy? PLoS One 2014; 9:e88598. [PMID: 24586348 PMCID: PMC3935840 DOI: 10.1371/journal.pone.0088598] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Accepted: 01/12/2014] [Indexed: 12/26/2022] Open
Abstract
Background and Purpose To correlate changes of various CT parameters after the neoadjuvant treatment in patients with lung adenocarcinoma with pathologic responses, focused on their relationship with different therapeutic options, particularly of EGFR-TKI and concurrent chemoradiation therapy (CCRT) settings. Materials and Methods We reviewed pre-operative CT images of primary tumors and surgical specimens obtained after neoadjuvant therapy (TKI, n = 23; CCRT, n = 28) from 51 patients with lung adenocarcinoma. Serial changes in tumor volume, density, mass, skewness/kurtosis, and size-zone variability/intensity variability) were assessed from CT datasets. The changes in CT parameters were correlated with histopathologic responses, and the relationship between CT variables and histopathologic responses was compared between TKI and CCRT groups. Results Tumor volume, mass, kurtosis, and skewness were significant predictors of pathologic response in CCRT group in univariate analysis. Using multivariate analysis, kurtosis was found to be independent predictor. In TKI group, intensity variability and size-zone variability were significantly decreased in pathologic responder group. Intensity variability was found to be an independent predictor for pathologic response on multivariate analysis. Conclusions Quantitative CT variables including histogram or texture analysis have potential as a predictive tool for response evaluation, and it may better reflect treatment response than standard response criteria based on size changes.
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Affiliation(s)
- Yousun Chong
- Department of Radiology and Center for Imaging Science, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jae-Hun Kim
- Department of Radiology and Center for Imaging Science, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ho Yun Lee
- Department of Radiology and Center for Imaging Science, Sungkyunkwan University School of Medicine, Seoul, Korea
- * E-mail:
| | - Yong Chan Ahn
- Department of Radiation Oncology, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyung Soo Lee
- Department of Radiology and Center for Imaging Science, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Myung-Ju Ahn
- Division of Hemato-Oncology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jhingook Kim
- Department of Thoracic Surgery, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Young Mog Shim
- Department of Thoracic Surgery, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Joungho Han
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yoon-La Choi
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Recent Trends in PET Image Interpretations Using Volumetric and Texture-based Quantification Methods in Nuclear Oncology. Nucl Med Mol Imaging 2014; 48:1-15. [PMID: 24900133 DOI: 10.1007/s13139-013-0260-2] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 12/10/2013] [Accepted: 12/12/2013] [Indexed: 12/22/2022] Open
Abstract
Image quantification studies in positron emission tomography/computed tomography (PET/CT) are of immense importance in the diagnosis and follow-up of variety of cancers. In this review we have described the current image quantification methodologies employed in (18)F-fluorodeoxyglucose ((18)F-FDG) PET in major oncological conditions with particular emphasis on tumor heterogeneity studies. We have described various quantitative parameters being used in PET image analysis. The main contemporary methodology is to measure tumor metabolic activity; however, analysis of other image-related parameters is also increasing. Primarily, we have identified the existing role of tumor heterogeneity studies in major cancers using (18)F-FDG PET. We have also described some newer radiopharmaceuticals other than (18)F-FDG being studied/used in the management of these cancers. Tumor heterogeneity studies are being performed in almost all major oncological conditions using (18)F-FDG PET. The role of these studies is very promising in the management of these conditions.
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Sunaga N, Kaira K, Hisada T, Yamada M. FDG-PET for predicting efficacy of EGFR-tyrosine kinase inhibitors in lung cancer. World J Respirol 2013; 3:104-109. [DOI: 10.5320/wjr.v3.i3.104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Revised: 07/12/2013] [Accepted: 07/19/2013] [Indexed: 02/06/2023] Open
Abstract
Non-small cell lung cancer (NSCLC) is the major cause of cancer-related deaths worldwide. Recent advances in molecular biology have resulted in the clinical use of several molecularly targeted drugs, which usually exhibit cytostatic antitumor activity, to improve the survival of NSCLC patients. The epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) gefitinib and erlotinib have been approved for the treatment of NSCLC, and several phase III trials have demonstrated that sensitizing EGFR mutations are biomarkers for predicting a favorable clinical outcome of NSCLC patients treated with the EGFR-TKIs. The Response Evaluation Criteria in Solid Tumors is generally used to assess the therapeutic response to antitumor drugs based on the morphological changes in tumor size as evaluated by computed tomography or magnetic resonance imaging. However, such assessment may not always reflect the treatment efficacy of cytostatic drugs, such as EGFR-TKIs. In this regard, functional imaging methods, including 18F-fluorodeoxyglucose measured by positron emission tomography (FDG-PET), are potentially beneficial. An increasing body of evidence indicates the usefulness of FDG-PET to predict treatment efficacy for NSCLC patients treated with EGFR-TKIs. In this review, we summarize the current understanding of the potential role of FDG-PET in the clinical use of EGFR-TKIs for NSCLC.
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Tiseo M, Ippolito M, Scarlattei M, Spadaro P, Cosentino S, Latteri F, Ruffini L, Bartolotti M, Bortesi B, Fumarola C, Caffarra C, Cavazzoni A, Alfieri RR, Petronini PG, Bordonaro R, Bruzzi P, Ardizzoni A, Soto Parra HJ. Predictive and prognostic value of early response assessment using 18FDG-PET in advanced non-small cell lung cancer patients treated with erlotinib. Cancer Chemother Pharmacol 2013; 73:299-307. [DOI: 10.1007/s00280-013-2356-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Accepted: 11/08/2013] [Indexed: 11/24/2022]
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Cook GJR, Yip C, Siddique M, Goh V, Chicklore S, Roy A, Marsden P, Ahmad S, Landau D. Are pretreatment 18F-FDG PET tumor textural features in non-small cell lung cancer associated with response and survival after chemoradiotherapy? J Nucl Med 2012. [PMID: 23204495 DOI: 10.2967/jnumed.112.107375] [Citation(s) in RCA: 302] [Impact Index Per Article: 25.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
UNLABELLED There is evidence in some solid tumors that textural features of tumoral uptake in (18)F-FDG PET images are associated with response to chemoradiotherapy and survival. We have investigated whether a similar relationship exists in non-small cell lung cancer (NSCLC). METHODS Fifty-three patients (mean age, 65.8 y; 31 men, 22 women) with NSCLC treated with chemoradiotherapy underwent pretreatment (18)F-FDG PET/CT scans. Response was assessed by CT Response Evaluation Criteria in Solid Tumors (RECIST) at 12 wk. Overall survival (OS), progression-free survival (PFS), and local PFS (LPFS) were recorded. Primary tumor texture was measured by the parameters coarseness, contrast, busyness, and complexity. The following parameters were also derived from the PET data: primary tumor standardized uptake values (SUVs) (mean SUV, maximum SUV, and peak SUV), metabolic tumor volume, and total lesion glycolysis. RESULTS Compared with nonresponders, RECIST responders showed lower coarseness (mean, 0.012 vs. 0.027; P = 0.004) and higher contrast (mean, 0.11 vs. 0.044; P = 0.002) and busyness (mean, 0.76 vs. 0.37; P = 0.027). Neither complexity nor any of the SUV parameters predicted RECIST response. By Kaplan-Meier analysis, OS, PFS, and LPFS were lower in patients with high primary tumor coarseness (median, 21.1 mo vs. not reached, P = 0.003; 12.6 vs. 25.8 mo, P = 0.002; and 12.9 vs. 20.5 mo, P = 0.016, respectively). Tumor coarseness was an independent predictor of OS on multivariable analysis. Contrast and busyness did not show significant associations with OS (P = 0.075 and 0.059, respectively), but PFS and LPFS were longer in patients with high levels of each (for contrast: median of 20.5 vs. 12.6 mo, P = 0.015, and median not reached vs. 24 mo, P = 0.02; and for busyness: median of 20.5 vs. 12.6 mo, P = 0.01, and median not reached vs. 24 mo, P = 0.006). Neither complexity nor any of the SUV parameters showed significant associations with the survival parameters. CONCLUSION In NSCLC, baseline (18)F-FDG PET scan uptake showing abnormal texture as measured by coarseness, contrast, and busyness is associated with nonresponse to chemoradiotherapy by RECIST and with poorer prognosis. Measurement of tumor metabolic heterogeneity with these parameters may provide indices that can be used to stratify patients in clinical trials for lung cancer chemoradiotherapy.
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Affiliation(s)
- Gary J R Cook
- Division of Imaging Sciences and Biomedical Engineering, Kings College London, London, United Kingdom.
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