Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal

Abstract Background Lung cancer (LC) remains the deadliest form of cancer globally. While surgery remains the optimal treatment strategy for individuals with early-stage LC, what the metabolic consequences are of such surgical intervention remains uncertain. Methods Negative enrichment-fluorescence...

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Main Authors: Dawei Yang, Xiaofang Yang, Yang Li, Peige Zhao, Rao Fu, Tianying Ren, Ping Hu, Yaping Wu, Hongjun Yang, Na Guo
Format: Article
Language:English
Published: BMC 2020-06-01
Series:Journal of Translational Medicine
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12967-020-02401-0
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spelling doaj-b25b39ee3f5241ea958abd1a4c72c1532020-11-25T02:28:11ZengBMCJournal of Translational Medicine1479-58762020-06-0118111310.1186/s12967-020-02401-0Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removalDawei Yang0Xiaofang Yang1Yang Li2Peige Zhao3Rao Fu4Tianying Ren5Ping Hu6Yaping Wu7Hongjun Yang8Na Guo9Zhong Yuan Academy of Biological Medicine, Liaocheng People’s HospitalExperimental Research Center, China Academy of Chinese Medical SciencesZhong Yuan Academy of Biological Medicine, Liaocheng People’s HospitalDepartment of Respiratory Medicine, Liaocheng People’s HospitalZhong Yuan Academy of Biological Medicine, Liaocheng People’s HospitalZhong Yuan Academy of Biological Medicine, Liaocheng People’s HospitalZhong Yuan Academy of Biological Medicine, Liaocheng People’s HospitalZhong Yuan Academy of Biological Medicine, Liaocheng People’s HospitalInstitute of Chinese Materia Medica, China Academy of Chinese Medical SciencesExperimental Research Center, China Academy of Chinese Medical SciencesAbstract Background Lung cancer (LC) remains the deadliest form of cancer globally. While surgery remains the optimal treatment strategy for individuals with early-stage LC, what the metabolic consequences are of such surgical intervention remains uncertain. Methods Negative enrichment-fluorescence in situ hybridization (NE-FISH) was used in an effort to detect circulating tumor cells (CTCs) in pre- and post-surgery peripheral blood samples from 51 LC patients. In addition, targeted metabolomics analyses, multivariate statistical analyses, and pathway analyses were used to explore surgery-associated metabolic changes. Results LC patients had significantly higher CTC counts relative to healthy controls with 66.67% of LC patients having at least 1 detected CTC before surgery. CTC counts were associated with clinical outcomes following surgery. In a targeted metabolomics analysis, we detected 34 amino acids, 147 lipids, and 24 fatty acids. When comparing LC patients before and after surgery to control patients, metabolic shifts were detected via PLS-DA and pathway analysis. Further surgery-associated metabolic changes were identified when comparing LA (LC patients after surgery) and LB (LC patients before surgery) groups. We identified SM 42:4, Ser, Sar, Gln, and LPC 18:0 for inclusion in a biomarker panel for early-stage LC detection based upon an AUC of 0.965 (95% CI 0.900–1.000). This analysis revealed that SM 42:2, SM 35:1, PC (16:0/14:0), PC (14:0/16:1), Cer (d18:1/24:1), and SM 38:3 may offer diagnostic and prognostic benefits in LC. Conclusions These findings suggest that CTC detection and plasma metabolite profiling may be an effective means of diagnosing early-stage LC and identifying patients at risk for disease recurrence.http://link.springer.com/article/10.1186/s12967-020-02401-0Lung cancerCirculating tumor cells (CTC)MetabolomicsNegative enrichment-fluorescence in situ hybridization (NE-FISH)Metabolic pathway analysis
collection DOAJ
language English
format Article
sources DOAJ
author Dawei Yang
Xiaofang Yang
Yang Li
Peige Zhao
Rao Fu
Tianying Ren
Ping Hu
Yaping Wu
Hongjun Yang
Na Guo
spellingShingle Dawei Yang
Xiaofang Yang
Yang Li
Peige Zhao
Rao Fu
Tianying Ren
Ping Hu
Yaping Wu
Hongjun Yang
Na Guo
Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal
Journal of Translational Medicine
Lung cancer
Circulating tumor cells (CTC)
Metabolomics
Negative enrichment-fluorescence in situ hybridization (NE-FISH)
Metabolic pathway analysis
author_facet Dawei Yang
Xiaofang Yang
Yang Li
Peige Zhao
Rao Fu
Tianying Ren
Ping Hu
Yaping Wu
Hongjun Yang
Na Guo
author_sort Dawei Yang
title Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal
title_short Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal
title_full Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal
title_fullStr Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal
title_full_unstemmed Clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal
title_sort clinical significance of circulating tumor cells and metabolic signatures in lung cancer after surgical removal
publisher BMC
series Journal of Translational Medicine
issn 1479-5876
publishDate 2020-06-01
description Abstract Background Lung cancer (LC) remains the deadliest form of cancer globally. While surgery remains the optimal treatment strategy for individuals with early-stage LC, what the metabolic consequences are of such surgical intervention remains uncertain. Methods Negative enrichment-fluorescence in situ hybridization (NE-FISH) was used in an effort to detect circulating tumor cells (CTCs) in pre- and post-surgery peripheral blood samples from 51 LC patients. In addition, targeted metabolomics analyses, multivariate statistical analyses, and pathway analyses were used to explore surgery-associated metabolic changes. Results LC patients had significantly higher CTC counts relative to healthy controls with 66.67% of LC patients having at least 1 detected CTC before surgery. CTC counts were associated with clinical outcomes following surgery. In a targeted metabolomics analysis, we detected 34 amino acids, 147 lipids, and 24 fatty acids. When comparing LC patients before and after surgery to control patients, metabolic shifts were detected via PLS-DA and pathway analysis. Further surgery-associated metabolic changes were identified when comparing LA (LC patients after surgery) and LB (LC patients before surgery) groups. We identified SM 42:4, Ser, Sar, Gln, and LPC 18:0 for inclusion in a biomarker panel for early-stage LC detection based upon an AUC of 0.965 (95% CI 0.900–1.000). This analysis revealed that SM 42:2, SM 35:1, PC (16:0/14:0), PC (14:0/16:1), Cer (d18:1/24:1), and SM 38:3 may offer diagnostic and prognostic benefits in LC. Conclusions These findings suggest that CTC detection and plasma metabolite profiling may be an effective means of diagnosing early-stage LC and identifying patients at risk for disease recurrence.
topic Lung cancer
Circulating tumor cells (CTC)
Metabolomics
Negative enrichment-fluorescence in situ hybridization (NE-FISH)
Metabolic pathway analysis
url http://link.springer.com/article/10.1186/s12967-020-02401-0
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