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Sun M, Lu D, Li X, Wang J, Zhang L, Yang P, Yang Y, Shen J. Combination of circulating tumor cells and 18F-FDG PET/CT for precision diagnosis in patients with non-small cell lung cancer. Cancer Med 2024; 13:e70216. [PMID: 39302034 PMCID: PMC11413915 DOI: 10.1002/cam4.70216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 08/27/2024] [Accepted: 08/29/2024] [Indexed: 09/22/2024] Open
Abstract
PURPOSE To investigate the value of 2-deoxy-18f-fluorodeoxyglucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) and circulating tumor cells (CTCs) for the differential diagnosis of patients with benign lung diseases and those with NSCLC. To explore the phenotypic heterogeneity of CTCs and their correlation with FDG uptake in patients with Stage I-IV NSCLC. METHODS Blood specimens from patients with benign lung diseases and patients with primary NSCLC were collected for the detection of CTCs and their subtypes (epithelial, mixed, and mesenchymal) and analyzed for 18F-FDG PET/CT tumor metabolic parameters, including the maximum standardized uptake value (SUVmax), standard uptake value (SUL), metabolic tumor volume of primary lesion (MTV), total lesion glycolysis of primary lesion (TLG). Clinical data including age, gender, smoking history, tumor size, TNM stage and pathology type were also collected. The value of the two method alone and in combination for the differential diagnosis of benign and malignant was comparatively analyzed. Finally, the differences in CTC and its subtypes in different stages of NSCLC were compared, and FDG metabolic parameters were correlated with CTC subtypes. RESULTS There were a total of 65 patients with pulmonary diseases, including 12 patients with benign pulmonary diseases and 53 patients with NSCLC. The mean age was 67 ± 10 (38-89 years), 27 were females and 38 were males. 31 (22 males and 9 females) had a long history of smoking. The mean size of the largest diameter of all single lesions was 36 ± 22 mm with a range of 10-108 mm. Seven out of 12 benign diseases were inflammatory granulomatous lesions and 5 were inflammatory pseudotumours. Twenty-four out of 53 NSCLC were adenocarcinomas and 29 were squamous carcinomas. Twelve out of 53 patients with NSCLC were in Stage I, 10 were in Stage II, 17 were in Stage III and 14 were in Stage IV. SUVmax, SUL, MTV, TLG, total CTCs, epithelial CTCs, and mixed CTCs were all valuable in the differential diagnosis of benign and malignant. TLG combined with mixed CTCs was statistically different from all other diagnostic methods (p < 0.05) and higher than any other diagnostic criteria. In the differential diagnosis of benign and Stage I NSCLC, only total CTC (Z = -2.188 p = 0.039) and mixed CTCs (Z = -3.020 p = 0.014) had certain diagnostic efficacy, and there was no statistical difference between them (p = 0.480). Only mesenchymal CTCs differed in Stage I-IV NSCLC, with a higher number of those who developed distant metastases than those who had non-distant metastases. Epithelial CTCs correlated with SUVmax (r = 0.333, p = 0.015) and SUL (r = 0.374, p = 0.006). Mmesenchymal CTCs correlated with MTV (r = 0.342, p = 0.018) and TLG (r = 0.319, p = 0.02). Further subgroup analyses revealed epithelial CTCs were correlated with SUVmax (r = 0.543, p = 0.009) and SUL (r = 0.552, p = 0.008), and the total CTCs was correlated with SUVmax (r = 0.622, p = 0.003), SUL (r = 0.652, p = 0.003), MTV (r = 0.460, p = 0.031), and TLG (r = 0.472, p = 0.027) in the early group (Stage I-II). Only mesenchymal CTCs was associated with MTV (r = 0.369, p = 0.041), and TLG (r = 0.415, p = 0.02) in the intermediate-late group (Stage III-IV). CONCLUSION Both FDG PET metabolic parameters and CTCs demonstrated diagnostic value for NSCLC, and combining TLG with mixed CTCs could enhance their diagnostic efficacy. The total CTCs and mixed CTCs showed greater diagnostic value than FDG PET in distinguishing benign lesions from Stage I NSCLC. In NSCLC patients, the epithelial CTCs exhibited a positive correlation with SUVmax and SUL, while mesenchymal CTCs correlated with MTV, and TLG. Besides, epithelial CTCs showed stronger correlations with SUVmax and SUL, and total CTCs showed stronger correlations with SUVmax, SUL, MTV, and TLG in Stage I-II NSCLC. Only mesenchymal CTCs in Stage III-IV NSCLC showed correlations with MTV and TLG. Stage IV NSCLC cases displayed a higher number of mesenchymal CTCs.
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Affiliation(s)
- Momo Sun
- The First Central Clinical SchoolTianjin Medical UniversityTianjinChina
- Department of Nuclear MedicineTianjin First Central HospitalTianjinChina
| | - Dongyan Lu
- The First Central Clinical SchoolTianjin Medical UniversityTianjinChina
- Department of Nuclear MedicineTianjin First Central HospitalTianjinChina
| | - Xiaoping Li
- Department of Thoracic SurgeryTianjin First Central HospitalTianjinChina
| | - Jin Wang
- The First Central Clinical SchoolTianjin Medical UniversityTianjinChina
- Department of Nuclear MedicineTianjin First Central HospitalTianjinChina
| | - Liang Zhang
- Department of Thoracic SurgeryTianjin First Central HospitalTianjinChina
| | - Pan Yang
- Department of Thoracic SurgeryTianjin First Central HospitalTianjinChina
| | - Yang Yang
- The First Central Clinical SchoolTianjin Medical UniversityTianjinChina
| | - Jie Shen
- The First Central Clinical SchoolTianjin Medical UniversityTianjinChina
- Department of Nuclear MedicineTianjin First Central HospitalTianjinChina
- Nankai UniversityTianjinChina
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Purcell E, Niu Z, Owen S, Grzesik M, Radomski A, Kaehr A, Onukwugha NE, Winkler HF, Ramnath N, Lawrence T, Jolly S, Nagrath S. Circulating tumor cells reveal early predictors of disease progression in patients with stage III NSCLC undergoing chemoradiation and immunotherapy. Cell Rep 2024; 43:113687. [PMID: 38261515 DOI: 10.1016/j.celrep.2024.113687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 11/02/2023] [Accepted: 01/02/2024] [Indexed: 01/25/2024] Open
Abstract
Circulating tumor cells (CTCs) are early signs of metastasis and can be used to monitor disease progression well before radiological detection by imaging. Using an ultrasensitive graphene oxide microfluidic chip nanotechnology built with graphene oxide sheets, we were able to demonstrate that CTCs can be specifically isolated and molecularly characterized to predict future progression in patients with stage III non-small cell lung cancer (NSCLC). We analyzed CTCs from 26 patients at six time points throughout the treatment course of chemoradiation followed by immune checkpoint inhibitor immunotherapy. We observed that CTCs decreased significantly during treatment, where a larger decrease in CTCs predicted a significantly longer progression-free survival time. Durvalumab-treated patients who have future progression were observed to have sustained higher programmed death ligand 1+ CTCs compared to stable patients. Gene expression profiling revealed phenotypically aggressive CTCs during chemoradiation. By using emerging innovative bioengineering approaches, we successfully show that CTCs are potential biomarkers to monitor and predict patient outcomes in patients with stage III NSCLC.
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Affiliation(s)
- Emma Purcell
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Zeqi Niu
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Sarah Owen
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Madeline Grzesik
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Abigail Radomski
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Anna Kaehr
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Nna-Emeka Onukwugha
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Nithya Ramnath
- Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI 48105, USA
| | - Theodore Lawrence
- Michigan Medicine, Department of Radiation Oncology, Ann Arbor, MI 48105, USA; Rogel Cancer Center, Ann Arbor, MI 48105, USA
| | - Shruti Jolly
- Michigan Medicine, Department of Radiation Oncology, Ann Arbor, MI 48105, USA; Rogel Cancer Center, Ann Arbor, MI 48105, USA.
| | - Sunitha Nagrath
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Rogel Cancer Center, Ann Arbor, MI 48105, USA.
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Gao Y, Cheng X, Han M. ZEB1-activated Notch1 promotes circulating tumor cell migration and invasion in lung squamous cell carcinoma. Clin Transl Oncol 2023; 25:817-829. [PMID: 36418641 DOI: 10.1007/s12094-022-02993-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 10/25/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Lung squamous cell carcinoma (LUSC) is recognized as the major subtypes of non-small cell lung cancer (NSCLC). Circulating tumor cells (CTCs) are critical players in tumor metastasis. A molecular profiling of CTCs has previously identified notch receptor 1 (Notch1) as an important mediator in NSCLC. Therefore, we investigate Notch1 roles in LUSC and its related mechanisms. METHODS The serum levels of Notch1 were measured by reverse transcription-quantitative polymerase chain reaction (RT-qPCR). The CTCs isolated from blood samples were characterized via an immunofluorescence method. Cell motion was determined using Transwell chambers. The regulatory relationship between Notch1 and zinc finger E-box-binding homeobox 1 (ZEB1) was verified by chromatin immunoprecipitation (ChIP) and luciferase reporter assays. The protein levels were detected by western blotting. RESULTS Higher Notch1 expression in patients with LUSC than that in normal controls was observed. Notch1 knockdown inhibited cell motion and epithelial-mesenchymal transition (EMT). ZEB1 transcriptionally activated Notch1. ZEB1 upregulation exacerbated the malignant phenotypes of CTCs. CONCLUSION ZEB1-activated Notch1 promotes malignant phenotypes of CTCs in LUSC and indicates poor prognosis.
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Affiliation(s)
- Yong Gao
- Department of Clinical Laboratory, Fuyang Second People's Hospital, Fuyang Infectious Disease Clinical College, Anhui Medical University, Fuyang, 236015, Anhui, China
| | - Xinyuan Cheng
- Ocean University of China, Qingdao, 266100, Shandong, China
| | - Mingfeng Han
- Department of Respiratory, Fuyang Second People's Hospital, Fuyang Infectious Disease Clinical College, Anhui Medical University, No. 1088, Yinghe West Road, Yingzhou District, Fuyang, 236015, Anhui, China.
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Ma M, Xu S, Han B, He H, Ma X, Chen C. A retrospective diagnostic test study on circulating tumor cells and artificial intelligence imaging in patients with lung adenocarcinoma. ANNALS OF TRANSLATIONAL MEDICINE 2022; 10:1339. [PMID: 36660706 PMCID: PMC9843428 DOI: 10.21037/atm-22-5668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 12/12/2022] [Indexed: 12/28/2022]
Abstract
Background Either tumor volume or folate-receptor-positive circulating tumor cells (FR+CTC) has been proven effective in predicting tumor cell invasion. However, it has yet to be documented to use FR+CTC along with artificial intelligence (AI) tumor volume to differentiate between pathological subtypes of lung adenocarcinoma (LUAD). Therefore, this study is aimed to evaluate the accuracy of FR+CTC and AI tumor volume for classifying the invasiveness of LUAD. Methods A total of 226 patients who were diagnosed with LUAD were enrolled. The inclusion criteria were: (I) FR+CTC detection and AI imaging before anticancer therapy, and (II) definite histopathologic diagnosis, which is the gold diagnosis of LUAD and its subtypes. Use the CytoploRare® Detection Kit to quantify FR+CTC and the AI-assisted diagnosis system, ScrynPro, to measure tumor volume. The clinical data were used to construct univariate and multivariate logistic regression models. A nomogram was drawn based on the multivariate logistic regression model. The validity is evaluated by the calibration curve and Hosmer-Lemeshow goodness-of-fit test. Results The mean age of 146 patients (96 males, 49 females and 1 gender missing) retrospectively enrolled was 56.6. In the cohort, 41 and 105 patients were assigned to adenocarcinoma in situ (AIS) + minimally invasive adenocarcinoma (MIA) and invasive pulmonary adenocarcinoma (IPA), respectively. There was no significant difference between the sex distribution and smoking history of the two groups (P=0.155 and P=0.442, respectively). In univariate analysis, the nodules type, maximum density, tumor volume and FR+CTC level were statistically significant with the invasiveness of LUAD (P<0.05). The multivariate analysis showed significant differences in FR+CTC and AI tumor volume (P<0.001). The area under the curves (AUCs) of FR+CTC and AI tumor volume in diagnosing tumor invasiveness were 0.659 and 0.698, respectively. A predictive model combining FR+CTC with AI tumor volume showed a sensitivity of 86.89% and a specificity of 70.94%, and the AUC was 0.841. The nomogram had good agreement with actual observation, and the Hosmer-Lemeshow test yielded non-significant goodness-of-fit. Conclusions FR+CTC and/or AI tumor volume are independent indicators of the invasiveness of LUAD, and the nomogram based on them can be used for the preoperative screening of patients.
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Affiliation(s)
- Minjie Ma
- Department of Thoracic Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Shangqing Xu
- Skills Training Center, The First Clinical Medical College of Lanzhou University, Lanzhou, China
| | - Biao Han
- Department of Thoracic Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Hua He
- The First Clinical Medical College of Lanzhou University, Lanzhou, China
| | - Xiang Ma
- The First Clinical Medical College of Lanzhou University, Lanzhou, China
| | - Chang Chen
- Department of Thoracic Surgery, The First Hospital of Lanzhou University, Lanzhou, China;,The International Science and Technology Cooperation Base for Development and Application of Key Technologies in Thoracic Surgery, Lanzhou, China
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Chelakkot C, Yang H, Shin YK. Relevance of Circulating Tumor Cells as Predictive Markers for Cancer Incidence and Relapse. Pharmaceuticals (Basel) 2022; 15:75. [PMID: 35056131 PMCID: PMC8781286 DOI: 10.3390/ph15010075] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 12/31/2021] [Accepted: 01/03/2022] [Indexed: 02/04/2023] Open
Abstract
Shedding of cancer cells from the primary site or undetectable bone marrow region into the circulatory system, resulting in clinically overt metastasis or dissemination, is the hallmark of unfavorable invasive cancers. The shed cells remain in circulation until they extravasate to form a secondary metastatic lesion or undergo anoikis. The circulating tumor cells (CTCs) found as single cells or clusters carry a plethora of information, are acknowledged as potential biomarkers for predicting cancer prognosis and cancer progression, and are supposed to play key roles in determining tailored therapies for advanced diseases. With the advent of novel technologies that allow the precise isolation of CTCs, more and more clinical trials are focusing on the prognostic and predictive potential of CTCs. In this review, we summarize the role of CTCs as a predictive marker for cancer incidence, relapse, and response to therapy.
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Affiliation(s)
- Chaithanya Chelakkot
- Bio-MAX/N-Bio, Bio-MAX Institute, Seoul National University, Seoul 08226, Korea
- Genobio Corp., Seoul 08394, Korea
| | - Hobin Yang
- Research Institute of Pharmaceutical Science, Department of Pharmacy, College of Pharmacy, Seoul National University, Seoul 08226, Korea
| | - Young Kee Shin
- Bio-MAX/N-Bio, Bio-MAX Institute, Seoul National University, Seoul 08226, Korea
- Research Institute of Pharmaceutical Science, Department of Pharmacy, College of Pharmacy, Seoul National University, Seoul 08226, Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08226, Korea
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Jiang AM, Zheng HR, Liu N, Zhao R, Ma YY, Bai SH, Tian T, Liang X, Ruan ZP, Fu X, Yao Y. Assessment of the Clinical Utility of Circulating Tumor Cells at Different Time Points in Predicting Prognosis of Patients With Small Cell Lung Cancer: A Meta-Analysis. Cancer Control 2021; 28:10732748211050581. [PMID: 34654345 PMCID: PMC8521771 DOI: 10.1177/10732748211050581] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Objectives Numerous studies have elucidated that circulating tumor cells (CTCs) have significant prognostic value in various solid tumors. However, the prognostic value of CTCs in small cell lung cancer (SCLC) remains controversial. The current study was performed to investigate the prognostic significance of different time points of CTCs in SCLC. Methods PubMed, EMBASE, Web of Science, and Cochrane Library databases were retrieved for eligible studies. Pooled hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated to investigate the association between CTCs level and overall survival (OS) and progression-free survival (PFS) in SCLC. Furthermore, subgroup analyses, sensitivity analysis, Begg’s and Egger’s tests were also conducted. Results Sixteen cohort studies with 1103 participants were eligible for this meta-analysis. Our results revealed that higher pretreatment CTCs level was significantly correlated with worse OS in SCLC no matter CellSearch (HR, 2.95; 95%CI, 1.56-5.58; P = .001) or other methods (HR, 2.37; 95%CI, 1.13-4.99; P = .023) was used to detect CTCs. Higher pretreatment CTCs status detected by CellSearch was associated with shorter PFS (HR, 3.75; 95%CI, 2.52-5.57; P < .001), while there was no significant association when other methods were adopted to CTC detection (HR, 2.04; 95%CI, .73-5.68; P = .172). Likewise, we observed that higher post-therapy CTCs level detected by both CellSearch (HR, 2.99; 95%CI, 1.51-5.93; P = .002) and other methods (HR, 4.79; 95%CI, 2.03-11.32; P < .001) was significantly correlated with decreased OS in SCLC. However, higher post-therapy CTCs count detected by CellSearch was not correlated with worse PFS (HR, 1.80; 95%CI, .83-3.90; P = .135). Sensitivity analysis demonstrated that the pooled data were still stable after eliminating studies one by one. However, significant publication bias was observed between pretreatment CTCs level detected by CellSearch and OS of SCLC. Conclusion Dynamic monitoring of CTCs level could be a non-invasive and effective tool to predict the disease progression and prognosis in patients with SCLC.
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Affiliation(s)
- Ai-Min Jiang
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Hao-Ran Zheng
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Na Liu
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Rui Zhao
- Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, 540681Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Yu-Yan Ma
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Shu-Heng Bai
- Department of Radiotherapy Oncology, 162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Tao Tian
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Xuan Liang
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Zhi-Ping Ruan
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Xiao Fu
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Yu Yao
- Department of Medical Oncology,162798The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China
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Pizzutilo EG, Pedrani M, Amatu A, Ruggieri L, Lauricella C, Veronese SM, Signorelli D, Cerea G, Giannetta L, Siena S, Sartore-Bianchi A. Liquid Biopsy for Small Cell Lung Cancer either De Novo or Transformed: Systematic Review of Different Applications and Meta-Analysis. Cancers (Basel) 2021; 13:2265. [PMID: 34066817 PMCID: PMC8125928 DOI: 10.3390/cancers13092265] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 05/02/2021] [Accepted: 05/03/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The potential added value of liquid biopsy (LB) is not well determined in the case of small cell lung cancer (SCLC), an aggressive tumor that can occur either de novo or from the histologic transformation of non-small cell lung cancer (NSCLC). METHODS A systematic review of studies adopting LB in patients with SCLC have been performed to assess the clinical utility of circulating tumor DNA (ctDNA) or circulating tumor cells (CTCs). RESULTS After a screening of 728 records, 62 studies (32 evaluating CTCs, 27 ctDNA, and 3 both) met predetermined eligibility criteria. Only four studies evaluated LB in the diagnostic setting for SCLC, while its prognostic significance was evaluated in 38 studies and prominently supported by both ctDNA and CTCs. A meta-analysis of 11 studies as for CTCs enumeration showed an HR for overall survival of 2.63 (1.71-4.05), with a potential publication bias. The feasibility of tumor genomic profiling and the predictive role of LB in terms of response/resistance to chemotherapy was assessed in 11 and 24 studies, respectively, with greater consistency for those regarding ctDNA. Intriguingly, several case reports suggest that LB can indirectly capture the transition to SCLC in NSCLC treated with EGFR tyrosine kinase inhibitors. CONCLUSIONS While dedicated trials are needed, LB holds potential clinical roles in both de novo and transformed SCLC. CtDNA analysis appears the most valuable and practicable tool for both disease monitoring and genomic profiling.
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Affiliation(s)
- Elio Gregory Pizzutilo
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Martino Pedrani
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Lorenzo Ruggieri
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Calogero Lauricella
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Silvio Marco Veronese
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Diego Signorelli
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Giulio Cerea
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Laura Giannetta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
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Zhang F, Wu X, Zhu J, Huang Y, Song X, Jiang L. 18F-FDG PET/CT and circulating tumor cells in treatment-naive patients with non-small-cell lung cancer. Eur J Nucl Med Mol Imaging 2021; 48:3250-3259. [PMID: 33630146 DOI: 10.1007/s00259-021-05260-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 02/11/2021] [Indexed: 12/19/2022]
Abstract
PURPOSE This study retrospectively investigated the clinical utility of 2-deoxy-18F-fluorodeoxyglucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) and circulating tumor cells (CTCs) in the diagnosis and prognosis of treatment-naive patients with non-small-cell lung cancer (NSCLC). METHODS The blood samples of treatment-naive patients with NSCLC were collected for CTCs detection, and the tumor metabolic parameters of 18F-FDG PET/CT, including maximum standard uptake value (SUVmax), metabolic tumor volume of primary lesion (MTV-P) and combination of primary lesion and metastases (MTV-C), and total lesion glycolysis of primary lesion (TLG-P) and combination of primary lesion and metastases (TLG-C), were analyzed. Age, sex, smoking, serum tumor markers, tumor size, location, TNM stage, and genetic mutations were also reviewed. Moreover, progression-free survival (PFS) and overall survival (OS) of these patients were analyzed. RESULTS A total of 309 patients with NSCLC (200 men, 109 women; mean age: 61 ± 9 years) were enrolled in this study, including 217 patients with adenocarcinoma and 92 with squamous cell carcinoma. Of the 309 cases, 11 were misdiagnosed with benign diseases by 18F-FDG PET/CT. CTCs positivity was detected in 234 cases. The sensitivity of 18F-FDG PET/CT and CTCs in NSCLC were 96.4% and 75.7%, respectively. SUVmax, MTV-P, TLG-P, MTV-C, TLG-C, tumor size, and serum CYFRA211 levels were significantly higher in CTCs positive group than negative group; and advanced TNM stage, squamous cell carcinoma, and EGFR wild type presented higher CTCs positivity. Multivariate logistic regression analysis revealed that SUVmax was significantly associated with CTCs positivity. Multivariate cox regression analysis showed that TLG-P, TLG-C, and CTCs were independent predictors of PFS in patients with NSCLC, and TLG-C and CTCs were independent predictors of OS. CONCLUSIONS 18F-FDG PET/CT was superior to CTCs in the diagnosis of treatment-naive patients with NSCLC. The levels of CTCs in the peripheral blood were associated with tumor glucose metabolism in NSCLC. Metabolic parameters of 18F-FDG PET/CT and CTCs could separately predict the outcomes of treatment-naive patients with NSCLC.
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Affiliation(s)
- Fengxian Zhang
- Department of Nuclear Medicine, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China
| | - Xiaodong Wu
- Department of Nuclear Medicine, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China
| | - Junjie Zhu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China
| | - Yan Huang
- Department of Pathology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China
| | - Xiao Song
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China.
| | - Lei Jiang
- Department of Nuclear Medicine, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China.
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9
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Prognostic Value of 18F-FDG-PET Parameters in Patients with Small Cell Lung Cancer: A Meta-Analysis and Review of Current Literature. Diagnostics (Basel) 2021; 11:diagnostics11020174. [PMID: 33530446 PMCID: PMC7912276 DOI: 10.3390/diagnostics11020174] [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: 12/04/2020] [Revised: 01/18/2021] [Accepted: 01/22/2021] [Indexed: 01/29/2023] Open
Abstract
Many studies have suggested a prognostic value of one or several positron emission tomography (PET) parameters in patients with small cell lung cancer (SCLC). However, studies are often small, and there is a considerable interstudy disagreement about which PET parameters have a prognostic value. The objective of this study was to perform a review and meta-analysis to identify the most promising PET parameter for prognostication. PubMed®, Cochrane, and Embase® were searched for papers addressing the prognostic value of any PET parameter at any treatment phase with any endpoint in patients with SCLC. Pooled hazard ratios (HRs) were calculated by a random effects model for the prognostic value of the baseline maximum standardized uptake value (SUVmax) and metabolic tumor volume (MTV). The qualitative analysis included 38 studies, of these, 19 studies were included in the meta-analyses. The pooled results showed that high baseline MTV was prognostic for overall survival (OS) (HR: 2.83 (95% confidence interval [CI]: 2.00–4.01) and progression-free survival (PFS) (HR: 3.11 (95% CI: 1.99–4.90)). The prognostic value of SUVmax was less pronounced (OS: HR: 1.50 (95% CI: 1.17–1.91); PFS: HR: 1.24 (95% CI: 0.94–1.63)). Baseline MTV is a strong prognosticator for OS and PFS in patients with SCLC. MTV has a prognostic value superior to those of other PET parameters, but whether MTV is superior to other prognosticators of tumor burden needs further investigation.
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10
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Christensen TN, Langer SW, Villumsen KE, Johannesen HH, Löfgren J, Keller SH, Hansen AE, Kjaer A, Fischer BM. 18F-fluorothymidine (FLT)-PET and diffusion-weighted MRI for early response evaluation in patients with small cell lung cancer: a pilot study. Eur J Hybrid Imaging 2020; 4:2. [PMID: 34191195 PMCID: PMC8218141 DOI: 10.1186/s41824-019-0071-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Accepted: 12/23/2019] [Indexed: 12/25/2022] Open
Abstract
Background Small cell lung cancer (SCLC) is an aggressive cancer often presenting in an advanced stage and prognosis is poor. Early response evaluation may have impact on the treatment strategy. Aim We evaluated 18F-fluorothymidine-(FLT)-PET/diffusion-weighted-(DW)-MRI early after treatment start to describe biological changes during therapy, the potential of early response evaluation, and the added value of FLT-PET/DW-MRI. Methods Patients with SCLC referred for standard chemotherapy were eligible. FLT-PET/DW-MRI of the chest and brain was acquired within 14 days after treatment start. FLT-PET/DW-MRI was compared with pretreatment FDG-PET/CT. Standardized uptake value (SUV), apparent diffusion coefficient (ADC), and functional tumor volumes were measured. FDG-SUVpeak, FLT-SUVpeak, and ADCmedian; spatial distribution of aggressive areas; and voxel-by-voxel analyses were evaluated to compare the biological information derived from the three functional imaging modalities. FDG-SUVpeak, FLT-SUVpeak, and ADCmedian were also analyzed for ability to predict final treatment response. Results Twelve patients with SCLC completed FLT-PET/MRI 1–9 days after treatment start. In nine patients, pretreatment FDG-PET/CT was available for comparison. A total of 16 T-sites and 12 N-sites were identified. No brain metastases were detected. FDG-SUVpeak was 2.0–22.7 in T-sites and 5.5–17.3 in N-sites. FLT-SUVpeak was 0.6–11.5 in T-sites and 1.2–2.4 in N-sites. ADCmedian was 0.76–1.74 × 10− 3 mm2/s in T-sites and 0.88–2.09 × 10−3 mm2/s in N-sites. FLT-SUVpeak correlated with FDG-SUVpeak, and voxel-by-voxel correlation was positive, though the hottest regions were dissimilarly distributed in FLT-PET compared to FDG-PET. FLT-SUVpeak was not correlated with ADCmedian, and voxel-by-voxel analyses and spatial distribution of aggressive areas varied with no systematic relation. LT-SUVpeak was significantly lower in responding lesions than non-responding lesions (mean FLT-SUVpeak in T-sites: 1.5 vs. 5.7; p = 0.007, mean FLT-SUVpeak in N-sites: 1.6 vs. 2.2; p = 0.013). Conclusions FLT-PET and DW-MRI performed early after treatment start may add biological information in patients with SCLC. Proliferation early after treatment start measured by FLT-PET is a promising predictor for final treatment response that warrants further investigation. Trial registration Clinicaltrials.gov, NCT02995902. Registered 11 December 2014 - Retrospectively registered.
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Affiliation(s)
- Tine Nøhr Christensen
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark. .,Cluster for Molecular Imaging, University of Copenhagen, Copenhagen, Denmark.
| | - Seppo W Langer
- Department of Oncology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Katrine Engholm Villumsen
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - Helle Hjorth Johannesen
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - Johan Löfgren
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - Sune Høgild Keller
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - Adam Espe Hansen
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
| | - Andreas Kjaer
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark.,Cluster for Molecular Imaging, University of Copenhagen, Copenhagen, Denmark
| | - Barbara Malene Fischer
- Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark.,PET Centre, School of Biomedical Engineering and Imaging Science, Kings College London, London, UK
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11
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Caballero Vázquez A, Garcia Flores P, Romero Ortiz A, García Del Moral R, Alcázar-Navarrete B. Small cell lung cancer: Recent changes in clinical presentation and prognosis. CLINICAL RESPIRATORY JOURNAL 2020; 14:222-227. [PMID: 31802620 DOI: 10.1111/crj.13119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2018] [Revised: 11/04/2019] [Accepted: 11/28/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND Small cell lung cancer (SCLC) is a leading cause of death all over the world. Diagnostic and therapeutic arsenals have improved in recent years, but we are unsure as to whether these advances have been transferred to clinical practice. The aim of this study was to evaluate differences in SCLC diagnostic processes and short-term survival rates between two recent cohorts. METHODS A prospective, observational study was conducted with patients diagnosed with SCLC (either at extensive or limited stages) in the 2011-2016 period. Patients were divided into two cohorts (2011-2013 and 2014-2016) and followed up for 1 year after diagnosis. RESULTS Around 713 patients with lung cancer were selected, 134 of whom had SCLC (74 patients in the 2011-2013 cohort and 60 in the 2014-2016 cohort). We observed a chronological increase in the use of endobronchial ultrasound transbronchial needle aspiration (EBUS-TBNA) and positron emission tomography-computed tomography (PET-CT) between the cohorts. Overall, short-term survival was similar between the two groups and improved survival was associated with age and limited stage. CONCLUSIONS Changes in diagnostic process in SCLC have been observed towards a more precise stadification. Although short-term survival has not changed for SCLC, it is unclear that the real benefit of PET-CT and EBUS-TBNA is far from correct disease staging.
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Affiliation(s)
| | - Paula Garcia Flores
- Servicio de Neumología, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - Ana Romero Ortiz
- Servicio de Neumología, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | | | - Bernardino Alcázar-Navarrete
- AIG de Medicina, Hospital de Alta Resolución de Loja, Agencia Sanitaria Hospital de Poniente, Loja, Granada, Spain.,Centro de investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
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12
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Kang BJ, Ra SW, Lee K, Lim S, Son SH, Ahn JJ, Kim BC. Circulating Tumor Cell Number Is Associated with Primary Tumor Volume in Patients with Lung Adenocarcinoma. Tuberc Respir Dis (Seoul) 2020; 83:61-70. [PMID: 31905433 PMCID: PMC6953495 DOI: 10.4046/trd.2019.0048] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Revised: 07/30/2019] [Accepted: 09/16/2019] [Indexed: 02/06/2023] Open
Abstract
Background Circulating tumor cells (CTCs) are frequently detected in patients with advanced-stage malignant tumors and could act as a predictor of poor prognosis. However, there is a paucity of data on the relationship between CTC number and primary tumor volume in patients with lung cancer. Therefore, our study aimed to evaluate the relationship between CTC number and primary tumor volume in patients with lung adenocarcinoma. Methods We collected blood samples from 21 patients with treatment-naive lung adenocarcinoma and 73 healthy individuals. To count CTCs, we used a CTC enrichment method based on fluid-assisted separation technology. We compared CTC numbers between lung adenocarcinoma patients and healthy individuals using propensity score matching, and performed linear regression analysis to analyze the relationship between CTC number and primary tumor volume in lung adenocarcinoma patients. Results CTC positivity was significantly more common in lung adenocarcinoma patients than in healthy individuals (p<0.001). The median primary tumor volume in CTC-negative and CTC-positive patients was 10.0 cm3 and 64.8 cm3, respectively. Multiple linear regression analysis showed that the number of CTCs correlated with primary tumor volume in lung adenocarcinoma patients (β=0.903, p=0.002). Further subgroup analysis showed a correlation between CTC number and primary tumor volume in patients with distant (p=0.024) and extra-thoracic (p=0.033) metastasis (not in patients with distant metastasis). Conclusion Our study showed that CTC numbers may be associated with primary tumor volume in lung adenocarcinomas patients, especially in those with distant metastasis.
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Affiliation(s)
- Byung Ju Kang
- Department of Internal Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Seung Won Ra
- Department of Internal Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Kyusang Lee
- Liquid Biopsy and Precision Medicine Division, Clinomics Inc., Ulsan, Korea
| | - Soyeoun Lim
- Department of Radiology, Ulsan University Hospital, Ulsan, Korea
| | - So Hee Son
- Liquid Biopsy and Precision Medicine Division, Clinomics Inc., Ulsan, Korea
| | - Jong Joon Ahn
- Department of Internal Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea.
| | - Byung Chul Kim
- Liquid Biopsy and Precision Medicine Division, Clinomics Inc., Ulsan, Korea.
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13
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Tamminga M, Groen HJM. Circulating tumor cells are prognostic in SCLC, but still lack clinical application. Ann Oncol 2019; 30:1031-1033. [PMID: 31095269 DOI: 10.1093/annonc/mdz162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Affiliation(s)
- M Tamminga
- Department of Pulmonary Diseases, University of Groningen, Groningen; University Medical Center Groningen, Groningen, The Netherlands
| | - H J M Groen
- Department of Pulmonary Diseases, University of Groningen, Groningen; University Medical Center Groningen, Groningen, The Netherlands.
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14
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Monterisi S, Castello A, Toschi L, Federico D, Rossi S, Veronesi G, Lopci E. Preliminary data on circulating tumor cells in metastatic NSCLC patients candidate to immunotherapy. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2019; 9:282-295. [PMID: 31976158 PMCID: PMC6971481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 11/12/2019] [Indexed: 06/10/2023]
Abstract
In the current paper, we aimed to investigate circulating tumor cells (CTCs) in non-small cell lung carcinoma (NSCLC) candidates to immunotherapy and correlate findings with clinical and metabolic parameters. Seventeen metastatic NSCLC patients (12 males, 5 females), were prospectively enrolled. All patients underwent 18F-Fluorodeoxyglucose (FDG) PET/CT and CTCs detection before treatment. CTCs isolation by size was carried out with the ISET method. CTCs were characterized based on cytopathological features and were compared with smoking status, histological subtype, pre-immunotherapy treatment, PDL-1 expression, performance status, and semi-quantitative parameters on PET, including SUVmax, SUVmean, metabolic tumor volume (MTV) and total lesion glycolysis (TLG). We found CTCs in 10 out of 17 patients (59%). Mean number of CTCs was 3 (range 1-7). Only one cell with 3 malignant features was detected in the blood of a healthy control out of 7 (16%). A significantly lower number of CTCs was found in patients previously treated with chemotherapy (P=0.041). No correlation between CTCs and other clinical pathologic characteristics was observed. Patients with an extensive tumor burden, i.e. MTV and TLG, were associated with a higher number of CTCs (P=0.004 and P=0.028, respectively). Likewise, patients with a higher metabolism determined with SUVmean resulted having a higher CTCs count (P=0.048). The presence of CTCs was associated with tumor uptake and metabolic burden on PET/CT, while results were influenced by previous chemotherapy. Whether confirmed in larger series, the combination of the presence of CTCs and FDG PET metabolic parameters might improve prognostic stratification and allow more personalized treatment paradigm.
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Affiliation(s)
- Simona Monterisi
- Immunology and Inflammation, Humanitas Clinical and Research Hospital-IRCCSVia Manzoni 56, Rozzano (MI) 20089, Italy
| | - Angelo Castello
- Nuclear Medicine, Humanitas Clinical and Research Hospital-IRCCSVia Manzoni 56, Rozzano (MI) 20089, Italy
| | - Luca Toschi
- Oncology, Humanitas Clinical and Research Hospital-IRCCSVia Manzoni 56, Rozzano (MI) 20089, Italy
| | - Davide Federico
- Thoracic Surgery, Humanitas Clinical and Research Hospital-IRCCSVia Manzoni 56, Rozzano (MI) 20089, Italy
| | - Sabrina Rossi
- Oncology, Humanitas Clinical and Research Hospital-IRCCSVia Manzoni 56, Rozzano (MI) 20089, Italy
| | - Giulia Veronesi
- Thoracic Surgery, Humanitas Clinical and Research Hospital-IRCCSVia Manzoni 56, Rozzano (MI) 20089, Italy
| | - Egesta Lopci
- Nuclear Medicine, Humanitas Clinical and Research Hospital-IRCCSVia Manzoni 56, Rozzano (MI) 20089, Italy
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15
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EpCAM low Circulating Tumor Cells: Gold in the Waste. DISEASE MARKERS 2019; 2019:1718920. [PMID: 31636732 PMCID: PMC6766153 DOI: 10.1155/2019/1718920] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 09/06/2019] [Accepted: 09/11/2019] [Indexed: 12/14/2022]
Abstract
The CellSearch® system which is still considered the gold standard for the enumeration of circulating tumor cells (CTC) utilizes antibodies against the epithelial cell adhesion molecule (EpCAM) for CTC enrichment. Recently, CTC discarded by the CellSearch® system due to their low EpCAM expression have been isolated and analyzed. We here sought to discuss technical and biological issues concerning the isolation and characterization of EpCAMlow CTC, highlighting the enormous potential of this subpopulation discarded by CellSearch®, which might instead reveal an unexpected clinical significance in tumor types where CTC enumeration has never been validated for prognostic and predictive purpose.
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