Background: The spatial heterogeneity of epithelial to mesenchymal transition (EMT)-related circulating tumor cells (CTCs) within the circulatory system and its potential clinical relevance remain unclear in pancreatic cancer (PC) patients. We aimed to map the distribution of EMT-related CTCs along the spreading pathway and investigate the prognostic significance due to the potential spatial heterogeneity in the count and phenotypic properties of CTCs.
Methods: Both portal vein (PoV) and peripheral vein (PV) blood samples were collected from 39 PC patients. CTCs were isolated by using a CD45 negative enrichment method, and EMT-related phenotypes in CTCs were analyzed by 4-channel immunofluorescence. The correlations of CTCs with patient characteristics and recurrence-free survival (RFS) were analyzed.
Results: Both the number {median CTC total count, 10 [6-16] in PoV 5 [1-7] in PV per mL, P<0.0001} and EMT status of CTCs [median mesenchymal CTC (M-CTC) percentage, 0.33 (0.13-0.52) in PoV 0.2 (0-0.4) in PV, P=0.0211] showed significant spatial heterogeneity during dissemination from the PoV to the PV. Univariate analysis adjusting for patient age and sex revealed that CTC total count and M-CTC percentage in PoV samples could be risk factors for RFS in PC patients (P=0.003 and P=0.001, respectively), and ROC curve analysis found that both of these factors had good performance in distinguishing patients with early distant recurrence (within 6 months), with the optimal cut-off values of 14 cells/mL (AUROC =0.893, sensitivity =0.857, specificity =0.813, P=0.001) and 0.545 (AUROC =0.795, sensitivity =0.714, specificity =0.906, P=0.016), respectively.
Conclusions: Multivascular assessment of EMT-related CTCs suggested profound dynamic alterations in total count and phenotypes during dissemination, and the spatial heterogeneity of CTCs in circulation could help establish novel prognosis markers in PC patients.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327339 | PMC |
http://dx.doi.org/10.21037/atm-20-782 | DOI Listing |
Transl Oncol
January 2025
Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China. Electronic address:
Purpose The present study aimed to clarify the distribution pattern of carcinoma associated fibroblasts (CAFs) across pancreatic ductal adenocarcinoma (PDAC) and its prognostic prediction value. Methods Data of two cohorts were retrospectively collected from consecutive patients who underwent primary pancreatic resection from January 2015 to December 2017. We used tumor specimens to screen out the most suitable markers for the spatial distribution analysis for CAFs subpopulations.
View Article and Find Full Text PDFJ Transl Med
January 2025
Department of Ophthalmology, Renmin Hospital of Wuhan University, Jiefang Road, Wuhan, Hubei, 430060, China.
Diabetic retinopathy is a major ocular complication of diabetes, characterized by progressive retinal microvascular damage and significant visual impairment in working-age adults. Traditional bulk RNA sequencing offers overall gene expression profiles but does not account for cellular heterogeneity. Single-cell RNA sequencing overcomes this limitation by providing transcriptomic data at the individual cell level and distinguishing novel cell subtypes, developmental trajectories, and intercellular communications.
View Article and Find Full Text PDFMethods Mol Biol
January 2025
Quantum-Si, Guilford, CT, USA.
Single-molecule fluorescence resonance energy transfer (smFRET) is a powerful technique for studying the structural dynamics of protein molecules or detecting interactions between protein molecules in real time. Due to the high sensitivity in spatial and temporal resolution, smFRET can decipher sub-populations within heterogeneous native state conformations, which are generally lost in traditional measurements due to ensemble averaging. In addition, the single-molecule reconstitution allows protein molecules to be observed for an extensive period of time and can recapitulate the geometry of the cellular environment to retain biological function.
View Article and Find Full Text PDFNat Commun
January 2025
Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA.
With advanced mass spectrometry (MS)-based proteomics, genome-scale proteome coverage can be achieved from bulk tissues. However, such bulk measurement lacks spatial resolution and obscures tissue heterogeneity, precluding proteome mapping of tissue microenvironment. Here we report an integrated wet collection of single microscale tissue voxels and Surfactant-assisted One-Pot voxel processing method termed wcSOP for robust label-free single voxel proteomics.
View Article and Find Full Text PDFAngew Chem Int Ed Engl
January 2025
Nanjing University, School of Chemistry and Chemical Engineering, CHINA.
Proximity labeling (PL) has emerged as a powerful technique for the in situ elucidation of biomolecular interaction networks. However, PL methods generally rely on single-biological-hierarchy control of spatial localization at the labeling site, which limits their application in multi-tiered biological systems. Here, we introduced another enzymatic reaction upstream of an enzyme-based PL reaction and targeted the two enzymes to markers indicating different biological hierarchies, establishing a two-level spatially localized proximity labeling (P2L) platform for in situ molecular measurement and manipulation.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!