scholarly journals Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection

2021 ◽  
Author(s):  
Chao Jin ◽  
Xiaonan Liu ◽  
Wenyuan Zheng ◽  
Liping Su ◽  
Yang Liu ◽  
...  
2018 ◽  
Vol 25 (3) ◽  
pp. 915-923 ◽  
Author(s):  
Barbara Kinga Barták ◽  
Alexandra Kalmár ◽  
Orsolya Galamb ◽  
Barnabás Wichmann ◽  
Zsófia Brigitta Nagy ◽  
...  

2021 ◽  
Author(s):  
Amy K. Kim ◽  
Selena Y. Lin ◽  
Surbhi Jain ◽  
Yixiao Cui ◽  
Terence Gade ◽  
...  

AbstractCell-free DNA (cfDNA) from blood has become a promising analyte for cancer genetic liquid biopsy. Urinary cfDNA has been shown to contain mutations associated with non-genitourologic cancers including hepatocellular carcinoma (HCC). In this study, we evaluate urine as a noninvasive alternative to blood-based liquid biopsy in both germline and circulating tumor DNA (ctDNA) genotyping in HCC. Using quantitative PCR (qPCR), whole-genome sequencing (WGS), and targeted NGS, DNA isolated from blood or urine of patients with HCC was analyzed for overall genome coverage, HCC hotspot coverage, and germline or somatic mutation concordance. Targeted NGS of plasma and urine cfDNA was also performed for detection of somatic variants. We found urine cfDNA, similar to plasma cfDNA, showed a major mononucleosomal species of 150-180 bp in both healthy individuals and patients with HCC. By WGS, overall genome coverage breadth was similar between urine and plasma cfDNA, with higher fraction of covered cancer-associated mutation hotspots in urine cfDNA. qPCR analyses of HCC-associated mutations (TP53, CTNNB1, and TERT) in 101 patients with HCC revealed 78% overall concordance between plasma and urine. Targeted NGS of HCC-associated gene regions in additional 15 HCC patients showed a 97% overall position-level concordance between plasma and urine cfDNA. Collectively, urine DNA can potentially be used as a completely noninvasive liquid biopsy for HCC.Significance StatementHepatocellular carcinoma (HCC) is the most common liver cancer worldwide and the fastest growing gastrointestinal cancer in the U.S. Cell-free DNA (cfDNA) which originates from various cells undergoing apoptosis or necrosis including tumor cells, is present in all body fluids levels including urine. Urinary cfDNA isolated from patients with HCC showed a similar fragment size distribution, overall genome coverage, and comparable sensitivity for detecting HCC-associated variants compared to plasma cfDNA. Urine was also determined to be a reliable source of germline genotype information, similar to peripheral blood mononuclear cells in blood-based liquid biopsies. Urine cfDNA can be used as a completely non-invasive liquid biopsy in HCC.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e18521-e18521
Author(s):  
Santiago Cabezas-Camarero ◽  
Vanesa García-Barberán ◽  
Virginia De la Orden-García ◽  
Beatriz Mediero-Valeros ◽  
Isabel Díaz-Millán ◽  
...  

e18521 Background: The role of liquid biopsy in diagnosis and therapy monitoring in patients with head and neck cancer has been much less studied compared to other cancers. Our aim was to evaluate the perfomance in the isolation and recovery for molecular characterization of circulating tumour cells (CTC) of a new immunoafinity-based method and to compare it with the molecular diagnostic yield of plasma cell-free DNA. Methods: Patients with recurrent/metastatic (RM) head and neck cancer (HNC) were enrolled prospectively. Forty mililiters (ml) of plasma were collected at one or several time-points. First blood draw was always collected before starting a new therapeutic intervention or at the time of radiologic progression. For CTC detection and isolation, either anti-EpCAM or both anti-EpCAM + anti-EGFR antibodies were used. Digital PCR and castPCR were used to study KRAS and PI3KCA mutations in non-squamous HNC. A 15-gene customized NGS panel was used to characterized both CTC and cfDNA in patients with squamous HNC. Results: Between February 2016 and October 2018, 14 patients with R/M HNC were included (n = 1 local-only disease, n = 10 local and distant disease, n = 3 distant-only disease). Squamous histology (S): n = 9. Non-squamous (NS): n = 5 (1 naso-ethmoidal intestinal-type adenocarcinoma, 1 parotid gland exadenoma pleomorfic carcinoma, 2 parotid-gland salivary duct carcinomas (SDC), 1 parotid-gland high-grade neuroendocrine carcinoma). Twenty-five CTC determinations were performed. In 5 patients serial CTC determinations were performed. Median CTC was 4 (min-max: 0-49). Median CTC among 11 CTC determinations in S-HNC was 4 (min-max: 0-49). Median CTC was 3 CTC (min-max: 0-26) among the 14 determinations performed in NS-HNC. Digital PCR unveiled mutations in CTC and in cfDNA in 2 of 4 patients tested with NS histology (KRAS, PIK3CA), with one of them being concordant for the specific mutation. NGS unveiled mutations in CTC in 7/9 patients and in cfDNA in 6/9 patients, with only one loci-concordant case between CTC and plasma. Conclusions: IsoFlux detected CTC in the majority of patients with R/M HNC, regardless of the histologic type, and allowed for molecular characterization of CTC using different techniques for mutational analysis. Both NGS and digital PCR allowed for the detection in cell-free DNA of commonly mutated genes in HNC. Liquid biopsy should be more actively studied in this disease in order to better define its role in diagnosis and therapeutic monitoring.


2021 ◽  
Vol 39 (6_suppl) ◽  
pp. 148-148
Author(s):  
Martin Sjöström ◽  
Shuang Zhao ◽  
Eric Jay Small ◽  
Yuhong Ning ◽  
Corinne Maurice-Dror ◽  
...  

148 Background: 5-hydroxymethylcytosine (5hmC) is an epigenetic modification which regulates gene expression and is associated with active transcription. The optimization of 5hmC sequencing in cell-free DNA (cfDNA) could therefore enable assessment of gene activity through a liquid biopsy. We aimed to investigate the 5hmC landscape of metastatic castration-resistant prostate cancer (mCRPC) and to evaluate the potential of 5hmC modifications in cfDNA as biomarkers of outcome in mCRPC patients. Methods: Genome-wide 5hmC modifications were analyzed with a low-input whole-genome 5hmC sequencing method based on selective chemical labeling in DNA from 93 mCRPC tissue biopsies previously profiled with whole-genome sequencing (WGS), RNA-sequencing and whole-genome bisulfite sequencing (WGBS). In addition, we analyzed 64 cell-free DNA (cfDNA) samples, from men with mCRPC before first-line abiraterone or enzalutamide, with both 5hmC sequencing and a conventional targeted ctDNA panel assessing common genomic alterations. Results: In mCRPC tissue samples, 5hmC enrichment was more strongly associated with gene expression than promoter methylation or copy number. Among cancer hallmark pathways, the androgen response genes had the strongest association between 5hmC and gene expression, suggesting a disease specific marking of gene activation. 5hmC patterns in cfDNA could be used to estimate the circulating tumor DNA fraction (ct-fraction), which was prognostic for overall survival (tertiles of ct-fraction, HR = 1.6 95%CI 1.1-2.3, p = 0.007). Further, 5hmC levels were indicative of gain of oncogene activity (such as AR, MYC, and PIK3CA) and loss of tumor suppressor gene activity (such as RB1, TP53 and BRCA2). The number of alterations, by 5hmC levels, of common drivers of mCRPC was prognostic for overall survival, also after adjusting for ct-fraction (adjusted p = 0.00001), and the prognostic value of common alterations detected by 5hmC sequencing versus conventional targeted ctDNA sequencing was similar. Finally, 5hmC levels in cfDNA of genes not significantly altered by copy number gain or loss (and thus not routinely included in targeted ctDNA sequencing assays), such as TOP2A and EZH2, identified a high-risk subgroup of mCRPC, which was highly prognostic for overall survival independent of ct-fraction (adjusted HR = 1.8 95%CI 1.2-2.8, p = 0.007). Conclusions: 5hmC in mCRPC tissue demonstrated an association with gene expression that was highest for prostate cancer driver genes, highlighting the ability to track disease-specific biology. 5hmC in cfDNA from men with mCRPC can be used to estimate the ct-fraction of the sample, infer activity gain and loss of common drivers of mCRPC, and identify high-risk groups of mCRPC based on alterations not commonly detected with conventional ctDNA sequencing, showing its potential as a liquid biomarker. Further studies are aimed at optimizing and validating 5hmC-based biomarkers in larger cohorts.


2020 ◽  
Author(s):  
Hongjie Yu ◽  
Xiaojun Yu ◽  
Jia Tang ◽  
Xun Lu ◽  
Haitao Ma

Abstract purpose: Chromosome 7 is playing an important role in lung tumorigenesis. Here we investigate whether chromosome 7p copy number gain as a detectable genetic events with plasma cell free DNA for early lung cancer detection biomarker. Methods: Eighteen surgical eligible lung cancer patients and eighteen non-cancer controls were recruited. Peripheral blood was collected before surgery. Cell free DNA was profiled with low coverage whole genome sequencing. Chromosome 7 copy number gains were defined as chr7 normalized coverage≥1.0005 and P value<0.05. Plasma cell-free DNA chr7 copy gains were then compared to pathological examinations on surgical tissues.Results: 83.3% patients were confirmed as malignancy post-operation, with 12 adenocarcinoma and 3 squamous-carcinoma. The other 16.7% were benign lesions. Cell free DNA was successfully extracted from pre-surgical plasma samples, with concentration range from 0.18 to 0.49 ng/ul. Chromosome 7 short arm copy gains were found in 66.7% (10/15) patients, including 66.7% (4/6) T1aN0M0 and 50.0% (1/2) Tis patients, otherwise, chr7p gain was found in 0% (0/3) benign lesions. The specificity was further examined in 18 volunteers who undergoing routine body examinations. Meanwhile, positive CEA and CYFRA21-1 was only found in 1/18 (5.7%) and 4/18 (22.2%). Taking together, UCAD chr7p or UCAD chr7p and tumor biomarker positivity can predict 12/15(80%, 95% CI:49.0-94.3%) early lung cancers. Further analyses showed that chr7p copy number gains tends to be enriched in EGFR/KRAS silent patients (fisher. test, P value=0.077). Conclusions: Chromosome 7p copy gains might be a useful peripheral blood tumor biomarker from lung cancer detection.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 2836-2836
Author(s):  
Lieselot Buedts ◽  
Luc Mathieu Fornecker ◽  
Julio Finalet-Ferreiro ◽  
Luc Dehaspe ◽  
Thomas Tousseyn ◽  
...  

Abstract Introduction. For decades, the study of genomic alterations in Hodgkin lymphoma (HL) has been hampered by the low abundance of the malignant Hodgkin Reed-Sternberg (HRS) cells in HL lymph node biopsies. Laser microdissection or flow cytometric cell sorting allow the study of purified HRS cells, but the use of these applications is restricted to specialized research centers. We have recently demonstrated proof-of-principle that copy number aberrations (CNA) in HRS cells can be retrieved in circulating cell-free DNA (cfDNA) of HL patients (Vandenberghe et al., Lancet Haematol. 2015). Taking advantage of the presence of HRS cell-derived DNA (ctDNA) in plasma, the aim of this study was to catalogue CNA in HL in a large series of prospectively recruited HL patients. Methods. We analyzed plasma collected from 177 patients (median age 29, range 3-86) with newly diagnosed HL. 60 cases were diagnosed at our institution, including all disease subtypes and stages, with a majority of nodular sclerosis. 118 patients were recruited in the context of the BREACH study, a multicentric Phase 2B study for unfavorable early classical HL (NCT02292979). After cfDNA extraction, samples were low-pass sequenced (0.1x coverage) and analyzed using ichorCNA, an algorithm that produces read depth-based log2 CNA profiles and quantifies the cfDNA tumor content. Results. At diagnosis, 86 % (152/177) of patients showed obvious genomic imbalances in cfDNA, in early-stage (85 % (131/155)) as well as in advanced cases (95 % (21/22)). Among the abnormal profiles, gains encompassing 2p16, 5p15, 9p24, 12q13 and 19q13 were the most frequent aberrations, occurring in 79 %, 53 %, 57 %, 63 % and 80 % respectively. Losses most frequently affected regions 4q34, 6q23, 11q22 and 13q13, in 53 %, 63 %, 49 % and 59 % of abnormal profiles respectively (fig. 1A). All these CNAs have been previously described with varying frequencies in smaller series of 10-53 patients, using arrayCGH or whole exome sequencing on microdissected HRS cells or even HRS cell-derived cell lines as input material. The observed pattern of CNAs is distinct from the pattern we observed in cfDNA obtained from other hematological malignances, e.g. multiple myeloma and diffuse large B-cell lymphoma (fig. 1B, C). Analysis of follow-up cfDNA samples revealed that the majority of patients rapidly clear their profiles during the first two treatment cycles. Of 123 samples analysed at d15 of cycle 1, 89 samples (72 %) showed a normal profile without CNAs.This suggests a relationship between the fraction of ctDNA in cfDNA and the disease burden. However, we could not find a correlation between the ctDNA fraction as calculated by ichorCNA and the metabolic tumor volume as computed from PET/CT scans. This could be due to several factors, e.g. the small fraction of HRS cells in the metabolic tumor volume. We are currently investigating whether a correlation does exist between the HRS content in the lymph node biopsy and the ctDNA load. Conclusions. In this largest study of CNA in HL to date, we provide a comprehensive catalogue of the types of CNAs, as well as their frequencies and patterns in HL. In this series of 177 patients, gains affecting 2p, 12q and 19q and loss of 6q and 13q emerge as the most commonly recurrent CNAs in HL, across all HL subtypes and stages. The data confirm and extend our previous findings that the majority of HL patients, including those with early-stage disease, have detectable CNAs in their cfDNA at diagnosis. We demonstrate a broad spectrum of aberrations, gains and losses, some of which recur at higher frequencies than gains of 9p24, harboring PD-L1. This warrants further studies on how these CNAs are implicated in the pathogenesis of HL. It further endorses the use of ctDNA as an alternative gateway to the genome of HRS cells, and as a substrate for the evaluation of early disease response. Disclosures No relevant conflicts of interest to declare.


2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Filippo Martignano ◽  
Uday Munagala ◽  
Stefania Crucitta ◽  
Alessandra Mingrino ◽  
Roberto Semeraro ◽  
...  

AbstractIn the “precision oncology” era the characterization of tumor genetic features is a pivotal step in cancer patients’ management. Liquid biopsy approaches, such as analysis of cell-free DNA from plasma, represent a powerful and noninvasive strategy to obtain information about the genomic status of the tumor. Sequencing-based analyses of cell-free DNA, currently performed with second generation sequencers, are extremely powerful but poorly scalable and not always accessible also due to instrumentation costs. Third generation sequencing platforms, such as Nanopore sequencers, aim at overcoming these obstacles but, unfortunately, are not designed for cell-free DNA analysis.Here we present a customized workflow to exploit low-coverage Nanopore sequencing for the detection of copy number variations from plasma of cancer patients. Whole genome molecular karyotypes of 6 lung cancer patients and 4 healthy subjects were successfully produced with as few as 2 million reads, and common lung-related copy number alterations were readily detected.This is the first successful use of Nanopore sequencing for copy number profiling from plasma DNA. In this context, Nanopore represents a reliable alternative to Illumina sequencing, with the advantages of minute instrumentation costs and extremely short analysis time.The availability of protocols for Nanopore-based cell-free DNA analysis will make this analysis finally accessible, exploiting the full potential of liquid biopsy both for research and clinical purposes.


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