CTC-5: A novel digital pathology approach to characterise circulating tumour cell biodiversity

被引:3
作者
Ffrench, B. [1 ,2 ,3 ,4 ]
Kashdan, E. [5 ]
Huang, Y. [1 ,2 ,6 ]
Spillane, C. D. [1 ,2 ]
Cocchiglia, S. [3 ,4 ]
Charmsaz, S. [3 ,4 ]
Vareslija, D. [4 ]
O'Brien, C. [7 ]
Scholz, D. [8 ]
Martin, C. [1 ,2 ]
Gallagher, M. [1 ,2 ]
Brooks, D. A. [1 ,2 ,9 ]
Brooks, R. D. [9 ]
Selemidis, S. [10 ]
Gleeson, N. [11 ,12 ]
AbuSaadeh, F. [11 ]
O'Riain, C.
Kamran, W. [12 ]
Flavin, R.
Young, L. [4 ]
O'Toole, S. A. [1 ,2 ,11 ]
O'Leary, J. J. [1 ,2 ]
机构
[1] Trinity Coll Dublin, St Jamess Hosp, Dept Histopathol, Dublin, Ireland
[2] Coombe Womens & Infants Univ Hosp, Trinity St Jamess Canc Inst, Dublin, Ireland
[3] Coombe Womens & Infants Univ Hosp, Emer Casey Mol Pathol Res Lab, Dublin, Ireland
[4] Royal Coll Surgeons Ireland, Dept Surg, Endocrine Oncol Res Grp, Dublin, Ireland
[5] Univ Coll Dublin, Syst Biol Ireland, Dublin, Ireland
[6] Xinxiang Med Univ, Sch Forens Med, Xinxiang, Henan, Peoples R China
[7] St James Hosp, Canc Mol Diagnost, Dublin, Ireland
[8] Univ Coll Dublin, Conway Inst, Dublin, Ireland
[9] Univ South Australia, Canc Res Inst, Adelaide 5001, Australia
[10] RMIT Univ, Sch Hlth & Biomed Sci, Bundoora, Vic 3083, Australia
[11] Trinity Coll Dublin, St Jamess Hosp, Trinity Ctr Hlth Sci, Dept Obstet & Gynaecol, Dublin, Ireland
[12] St James Hosp, Dept Gynaecol Oncol, Dublin, Ireland
基金
爱尔兰科学基金会;
关键词
CTC Screening; CTC Characterization; CTC Biodiversity; Merging microscopy datasets; Diagnostic imaging; Computer -assisted diagnosis; Heterotypic CTCs; BREAST-CANCER; PERIPHERAL-BLOOD; HETEROGENEITY; METASTASIS; EXPRESSION; SURVIVAL; SIZE; REGISTRATION; PROGRESSION; CARCINOMA;
D O I
10.1016/j.heliyon.2023.e13044
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Metastatic progression and tumor evolution complicates the clinical management of cancer patients. Circulating tumor cell (CTC) characterization is a growing discipline that aims to elucidate tumor metastasis and evolution processes. CTCs offer the clinical potential to monitor cancer patients for therapy response, disease relapse, and screen 'at risk' groups for the onset of malignancy. However, such clinical utility is currently limited to breast, prostate, and colorectal cancer patients. Further understanding of the basic CTC biology of other malignancies is required to progress them towards clinical utility. Unfortunately, such basic clinical research is often limited by restrictive characterization methods and high-cost barrier to entry for CTC isolation and imaging infrastructure. As experimental clinical results on applications of CTC are accumulating, it is becoming clear that a two-tier system of CTC isolation and characterization is required. The first tier is to facilitate basic research into CTC characterization. This basic research then informs a second tier specialised in clinical prognostic and diagnostic testing.This study presented in this manuscript describes the development and application of a lowcost, CTC isolation and characterization pipeline; CTC-5. This approach uses an established 'isolation by size' approach (ScreenCell Cyto) and combines histochemical morphology stains and multiparametric immunofluorescence on the same isolated CTCs. This enables capture and characterization of CTCs independent of biomarker-based pre-selection and accommodates both single CTCs and clusters of CTCs. Additionally, the developed open-source software is provided to facilitate the synchronization of microscopy data from multiple sources (https://github.com/ CTC5/). This enables high parameter histochemical and immunofluorescent analysis of CTCs with existing microscopy infrastructure without investment in CTC specific imaging hardware.Our approach confirmed by the number of successful tests represents a potential major advance towards highly accessible low-cost technology aiming at the basic research tier of CTC isolation and characterization. The biomarker independent approach facilitates closing the gap between malignancies with poorly, and well-defined CTC phenotypes. As is currently the case for some of the most commonly occurring breast, prostate and colorectal cancers, such advances will ulti-mately benefit the patient, as early detection of relapse or onset of malignancy strongly correlates with their prognosis.
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页数:10
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