scholarly journals Tri‐modal liquid biopsy: Combinational analysis of circulating tumor cells, exosomes, and cell‐free DNA using machine learning algorithm

2021 ◽  
Vol 11 (8) ◽  
Author(s):  
Jiyoon Bu ◽  
Tae Hee Lee ◽  
Michael J. Poellmann ◽  
Piper A. Rawding ◽  
Woo‐Jin Jeong ◽  
...  
2017 ◽  
Vol 24 (3) ◽  
pp. 560-568 ◽  
Author(s):  
Giovanna Rossi ◽  
Zhaomei Mu ◽  
Alfred W. Rademaker ◽  
Laura K. Austin ◽  
Kimberly S. Strickland ◽  
...  

2019 ◽  
Vol 110 (11) ◽  
pp. 3497-3509 ◽  
Author(s):  
Kohki Takeda ◽  
Takeshi Yamada ◽  
Goro Takahashi ◽  
Takuma Iwai ◽  
Koji Ueda ◽  
...  

2020 ◽  
Vol 9 (0) ◽  
pp. 59-63
Author(s):  
Ayaka Nakamura ◽  
Minako Abe ◽  
Yukie Saeki ◽  
Fumika Kono ◽  
Yasuha Ono ◽  
...  

Author(s):  
Suman Kumar Ray ◽  
Sukhes Mukherjee

: Cell-free DNA (cfDNA) is present in numerous body fluids in addition to initiates generally from blood cells. It is undoubtedly the utmost promising tool among all components of liquid biopsy. Liquid biopsy is a specialized method investigating the nonsolid biological tissue by revealing of circulating cells, cell free DNA etc. that enter body fluids. Since, cancer cells disengage from compact tumors circulate in peripheral blood, evaluating blood of cancer patients holds the opportunities for capture and molecular level analysis of various tumor-derived constituents. Cell free DNA samples can deliver a significant perceptions into oncology, for instance tumor heterogeneity, instantaneous tumor development, response to therapy and treatment, comprising immunotherapy and mechanisms of cancer metastasis. Malignant growth at any phase can outhouse tumor cells in addition to fragments of neoplasticity causing DNA into circulatory system giving noble sign of mutation in the tumor at sampling time. Liquid biopsy distinguishes diverse blood based evolving biomarkers comprising circulating tumor cells (CTCs), circulating tumor DNA (ctDNA) or cfDNA, circulating RNA (cfRNA) and exosomes. Cell free DNA are little DNA fragments found circulating in plasma or serum, just as other fluids present in our body. Cell free DNA involves primarily double stranded nuclear DNA and mitochondrial DNA, present both on a surface level and in the lumen of vesicles. The probable origins of the tumor-inferred portion of cfDNA are apoptosis or tumor necrosis, lysis of CTCs or release of DNA from the tumor cells into circulation. The evolution of innovations, refinement and improvement in therapeutics for determination of cfDNA fragment size and its distribution provide significant information related with pathological conditions of the cell, thus emerging as promising indicator for clinical output in medical biotechnology.


2018 ◽  
Vol 9 (1) ◽  
Author(s):  
S. Manier ◽  
J. Park ◽  
M. Capelletti ◽  
M. Bustoros ◽  
S. S. Freeman ◽  
...  

Cells ◽  
2021 ◽  
Vol 10 (11) ◽  
pp. 3223
Author(s):  
Verena Lieb ◽  
Amer Abdulrahman ◽  
Katrin Weigelt ◽  
Siegfried Hauch ◽  
Michael Gombert ◽  
...  

Prostate cancer (PCa) is the second most common malignant cancer and is a major cause of morbidity and mortality among men worldwide. There is still an urgent need for biomarkers applicable for diagnosis, prognosis, therapy prediction, or therapy monitoring in PCa. Liquid biopsies, including cell-free DNA (cfDNA) and circulating tumor cells (CTCs), are a valuable source for studying such biomarkers and are minimally invasive. In our study, we investigated the cfDNA of 34 progressive PCa patients, via targeted sequencing, for sequence variants and for the occurrence of CTCs, with a focus on androgen receptor splice variant 7 (AR-V7)-positive CTCs. The cfDNA content was associated with overall survival (OS; p = 0.014), disease-specific survival (DSS; p = 0.004), and time to treatment change (TTC; p = 0.001). Moreover, when considering all sequence variants grouped by their functional impact and allele frequency, a significant association with TTC (p = 0.017) was observed. When investigating only pathogenic or likely pathogenic gene variants, variants of the BRCA1 gene (p = 0.029) and the AR ligand-binding domain (p = 0.050) were associated with a shorter TTC. Likewise, the presence of CTCs was associated with a shorter TTC (p = 0.031). The presence of AR-V7-positive CTCs was associated with TTC (p < 0.001) in Kaplan–Meier analysis. Interestingly, all patients with AR-V7-positive CTCs also carried TP53 point mutations. Altogether, analysis of cfDNA and CTCs can provide complementary information that may support temporal and targeted treatment decisions and may elucidate the optimal choice within the variety of therapy options for advanced PCa patients.


2015 ◽  
Vol 33 (15_suppl) ◽  
pp. 11068-11068
Author(s):  
Masahiko Yanagita ◽  
Cloud Paweletz ◽  
Allison O'Connell ◽  
David Michael Jackman ◽  
Yanan Kuang ◽  
...  

2018 ◽  
Vol 36 (6_suppl) ◽  
pp. 495-495 ◽  
Author(s):  
Armin Soave ◽  
Heidi Schwarzenbach ◽  
Malte Vetterlein ◽  
Jessica Rührup ◽  
Oliver Engel ◽  
...  

495 Background: To investigate detection and oncological impact of circulating tumor cells (CTC) in bladder cancer patients with presence of copy number variations (CNV) of circulating cell-free DNA (cfDNA) treated with radical cystectomy (RC). Methods: Secondary analysis of 85 bladder cancer patients, who were prospectively enrolled and treated with RC at our institution between 2011 and 2014. Blood samples were obtained preoperatively. For CTC analysis, blood was analyzed with the CellSearch system (Janssen). cfDNA was extracted from serum using the PME DNA Extraction kit (Analytik Jena). Multiplex ligation-dependent probe amplification (MLPA) was carried out to identify CNV of cfDNA. In a single reaction MLPA allows analyzing CNV in 43 chromosomal regions containing 37 genes. Results: MLPA was suitable for characterization of CNV in 72 patients (84.7%). Data on CTC was available for 45 of these patients (62.5%). In total, 7 patients (15.6%) had CTC with a median CTC count of one (IQR: 1-3). In 21 patients (46.7%), one to 6 deleted or amplified chromosomal regions were detected with a median CNV count of 2 (IQR: 1-2). Overall, most changes were located in the genes CDH1, RIPK2 and ZFHX3 in 8 patients (17.8%), 6 patients (13.3%) and 5 patients (11.1%). Chromosomal aberrations were most frequently found on chromosome 8 in 8 patients (17.8%). Overall, presence of CTC was not associated with CNV status. However, presence of CTC was associated with copy number losses in miR-15a (p = 0.011). Patients with CTC had reduced recurrence-free survival (RFS) compared to patients without CTC (p = 0.012). In combined Kaplan-Meier analysis, patients with CTC plus presence of CNV had reduced cancer-specific survival (CSS) and RFS compared to patients without CTC but with presence of CNV (p≤0.035). In addition, patients with CTC plus presence of CNV had reduced RFS compared to patients without CTC and without presence of CNV (p = 0.028). Conclusions: CTC and CNV of various genes are detectable in peripheral blood of bladder cancer patients. The presence of CTC seems to be associated with CNV of specific genes. CTC have a negative impact on survival in patients with and without presence of CNV.


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