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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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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