scholarly journals Ultra-Deep Targeted Sequencing Reveals Cancer-Associated, Prognostically Significant Mutations in Circulating Cell-Free DNA in Treatment-Naive Patients with Follicular Lymphoma

Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 20-21
Author(s):  
Tevfik Hatipoğlu ◽  
Esra Esmeray ◽  
Xiaozhou Hu ◽  
Hongling Yuan ◽  
Ayça Erşen Danyeli ◽  
...  

Background: Follicular lymphoma is the second most frequent non-Hodgkin lymphoma (NHL) accounting for 20-25% of NHL cases in western countries. Although it has an indolent character, progressive disease or relapse occurs within first two years following therapy initiation in ~20% of FL cases. Several somatic mutations were identified in genes of epigenetic regulation or other biological processes by sequencing of FL tumors. Current diagnostic and prognostic evaluations include invasive methodologies that may be less effective and more risky for the FL patients. Therefore, there is urgent need for development of non-invasive methods to improve diagnosis as well as risk stratification. Accumulating evidence has shown that circulating cell-free DNA (cfDNA) includes tumor-derived mutations in several cancer types; however, this possibility has not been comprehensively investigated in FL patients. Here we evaluated the potential diagnostic and prognostic value of cfDNA in FL cases by addressing the proportion by which cfDNA samples contains cancer-associated and prognosis-related mutations. Methods: Twenty FL cases with available clinic data were included in this study. Thirteen of these cases were symptomatic who were later treated with R-chemo whereas rest of the cases were asymptomatic who were in watchful-waiting. Plasma cfDNA, granulocyte DNA, and FFPE tumor tissue DNA samples were obtained from treatment-naive FL cases. A custom gene panel including exons and exon-intron boundaries of 110 FL-associated genes was constructed based on previously published studies for ultra-deep targeted sequencing. Paired-end sequencing of the captured regions were performed using a HiSeq system in Novogene, which generated 150 bp NGS reads. Targeted genomic regions were covered with > 1500X average effective sequencing depth for identification of somatic variants with low variant allele fractions (VAF). Variants present in cfDNA and tumor tissue DNA but not in patient-matched granulocyte DNA were identified with the GATK pipeline including the MuTect2 variant caller. Somatic variants associated with hematopoietic and lymphoid tissues in the COSMIC database were chosen for further analyses. The final high-confident list of variants was determined by visual investigation and through additional filtering of each variant using Integrative Genomics Viewer. Selected variants were cross-validated with Sanger sequencing. Survival analyses were performed with Survival and Survminer R packages. Results: Ultra-deep targeted sequencing revealed 91 somatic variants (71 missense, 12 nonsense, 4 indel, 4 splice site) in 31 genes included in the panel. Consistent with previous reports, the most frequently mutated genes were CREBBP (40%), BCL2 (30%), STAT6 (25%), EZH2 (20%), and CARD11 (20%). In symptomatic cases, 41.5% of the variants was present in both cfDNA and tumor tissue DNA, whereas 52.3% and 6.2% of them was present only in tumor tissue DNA or in cfDNA samples, respectively. In asymptomatic cases, 11.5% of the detected variants was present in both cfDNA and tumor tissue DNA, while 84.6% and 3.8% of them were in only tumor tissue DNA or cfDNA samples. Mutations previously reported to be associated with FL pathogenesis (e.g. KMT2D R2417*) were in the list of common variants observed in both cfDNA and tumor tissue DNA. We observed high Ki67 staining, elevated LDH levels, presence of BCL2 or CCND3 mutations to be significantly associated with progression-free survival (Figure 1A, B). Importantly, survival analysis by stratifying patients based on BCL2 mutations present only in cfDNA also predicted poor prognosis (Figure 1C). One of the FL patient who had progressive disease contained histological transformation-associated gene (i.e. B2M and BTG1) mutations only in the cfDNA but not in tumor tissue DNA sample. Finally, we cross-validated the selected somatic variants with VAF >20% using Sanger sequencing, which showed 100% consistency with NGS results. Conclusions: Tumor tissue-derived mutations can be detected in most FL patients albeit to a lesser extent than those in DLBCL. Plasma cfDNA genotyping may be useful for improving diagnosis and prognosis especially in symptomatic FL patients. Given that some somatic mutations associated with disease progression are detected only in plasma cfDNA samples, cfDNA genotyping may be useful for choosing appropriate therapy for high-risk FL patients. Disclosures No relevant conflicts of interest to declare.

2019 ◽  
Vol 37 (8_suppl) ◽  
pp. 103-103
Author(s):  
Nicolas Guibert ◽  
Greg Jones ◽  
John F. Beeler ◽  
Clive D. Morris ◽  
Vincent Plagnol ◽  
...  

103 Background: Tumor mutational burden is an emerging biomarker of response to immune checkpoint inhibitors (ICI), whose clinical adoption is challenging, especially in liquid biopsies. We hypothesized that targeting limited but relevant genetic alterations in plasma cell-free DNA with next generation sequencing (NGS) along with early monitoring may represent a non-invasive approach to predict response to ICI. Methods: Plasma samples from responders (PFS > 6 months) and non-responders (progressive disease at first evaluation) patients collected before nivolumab (second line) initiation and at 1 month were tested using tagged amplicon sequencing of hotspots and coding regions from 36 genes, blinded to clinical outcomes and tumor genotype. Molecular profile of ctDNA, and its early kinetics (1 month) were analyzed as potential early indicators of response. Results: 98 patients were analyzed, of which 86 (39 responders, 47 non-responders) were evaluable for response. Alterations in ctDNA were detectable in 67/86 baseline samples (78%). The detection of a targetable oncogenic driver (5 EGFR, 1 ALK) was associated with progressive disease on the first CT-scan The presence of a PTEN and/or STK11 mutations (b-PS(+)) was correlated with poor outcomes (median PFS 1.5 months vs. 8 months in b-PS(-)) patients, p = 0.0007), while the presence of transversion mutations in KRAS and/or TP53 (b-KP-Tv(+)) predicted good outcomes (median PFS 11 months vs. 2 months in b-KP-Tv(-) patients, p = 0.0088). Combining these results, patients with a low “immune score” (driver and/or b-PS(+) and/or b-KP-Tv(-)) derived poor outcomes (PFS 2 months), compared with patients with a high immune score (no driver, b-PS(-) and b-KP-Tv(+), PFS 14 months, p = 0.0001, HR 2.96). Studying early changes in 65 specimens, molecular response was correlated with clinical outcomes (14 months PFS in patients with early ctDNA decrease compared to 2 months in patients with increase, p < 0.0001; HR 2.7). Using cut-off of 30% and 50% of plasma response increased the ability of ctDNA to predict response (HR 4 and 4.17, respectively). Conclusions: Targeted sequencing of plasma ctDNA and its early variations can predict response to anti-PD-1. Clinical trial information: NCT02827344.


2020 ◽  
Author(s):  
Zuyang Yuan ◽  
Xinfeng Wang ◽  
Xiao Geng ◽  
Yin Li ◽  
Juwei Mu ◽  
...  

Abstract Background: The aim of this study was to assess whether both ubiquitous and heterogeneous somatic mutations could be detected in circulating cell-free DNA (cfDNA) from patients with esophageal squamous cell carcinoma (ESCC). Methods: Paired multi-regional tumor tissues, cfDNA and white blood cells (WBCs) collected from five ESCC patients before treatment from a prospective study (NCT02395705). Of them, samples from Cohort 1 (E102 and E110) were sequenced by whole-exome sequencing (WES) and those from Cohort 2 (E104, E111 and E121) were sequenced by targeted captured sequencing with a panel of 560 cancer-related genes respectively. To call somatic single nucleotide variations (SNVs) by comparing the solid tumor or cfDNA with matched WBCs, the minimal variant allele frequency (VAFmin) as 0.1% and P value <0.05 were allowed. Results: Genomic DNA (gDNA) and plasma-derived cfDNA from 26 samples were successfully sequenced. In Cohort 1, 596 (596/712, 83%) and 562 (562/796, 71%) were heterogeneous SNVs in E102 and E110 respectively. There was a statistically significant linear relationship between the VAFs for tumor and cfDNA (R2 = 0.78, P <0.0001). In Cohort 2, 296 (296/323, 92%), 384 (384/423, 91%) and 331 (331/357, 93%) were heterogeneous SNVs in E104, E111 and E121respectively. cfDNA could recover an average of 60.7% (31/51; range, 35.7%-76.2%) of somatic mutations present in matched solid tumors. The correlation of VAFs between cfDNA and matched solid tumor was significantly positive (r2 =0.92, P <0.0001).Conclusions: Both sequencing approaches revealed the highly intratumoral heterogeneity in ESCC and enabled the detection of both ubiquitous and heterogeneous mutations in cfDNA. Further validation in cfDNA is required to define its potential utility for ESCC in clinical practice. Trial registrationAll patients selected in this study were from the registered clinical trial from ClinicalTrials.gov (NCT02395705). Date of registration: March 24, 2015.


2020 ◽  
Vol 10 ◽  
Author(s):  
Xuan Jiang ◽  
Weihua Li ◽  
Jiaxin Yang ◽  
Shuzhen Wang ◽  
Dongyan Cao ◽  
...  

ObjectivesThe aim of this study was to identify tumor-derived DNA from Papanicolaou (Pap) smear and plasma specimens collected from patients with endometrial cancer or atypical hyperplasia (EC/AH) or epithelial ovarian cancer (OC).MethodsTumor tissues, peripheral blood, and Pap smear samples were collected from patients with EC/AH and patients with epithelial OC. Somatic mutations of tumor specimens in EC/AH and OC were examined by whole-exome sequencing using a 127-driver gene panel from The Cancer Genome Atlas (TCGA). A nine-gene EC/AH panel and an eight-gene OC panel were established based on the identified significantly mutated genes in the EC/AH and OC tumor specimens. Circulating single-molecule amplification and resequencing technology (cSMART) was applied to evaluate somatic mutations in Pap smear DNA and plasma circulating cell-free DNA (ccfDNA) using the EC/AH and OC gene panels.ResultsIn EC/AH group, there existed 22 tumors and 14 of the 22 tumors contributed hot spot mutations for the EC/AH nine-gene panel. In the Pap smear subgroup, all 21 Pap smears tested positive. Nine out of 11 (81.8%) identified the same gene mutations with their matched tumors and the remaining 10 Pap smears all tested positive. In the plasma subgroup, 10 out of 26 (38.5%) plasmas tested positive. One out of 13 (7.7%) identified the same gene mutation with its matched tumor and 5 out of the remaining 13 plasmas (38.5%) tested positive. In OC group, there existed 17 tumors and 16 of the 17 tumors contributed hot spot mutations for the OC eight-gene panel. In the Pap smear subgroup, all 11 Pap smears tested positive. Five out of 10 (50.0%) identified the same gene mutations with their matched tumors and the remaining one Pap smear also tested positive. In the plasma subgroup, all 22 plasmas tested positive. Ten out of 14 (71.4%) identified the same gene mutation with their matched tumors and the remaining 4 plasmas all tested positive.ConclusionsTumor-derived DNA can be detected in Pap smears and plasmas from patients with EC/AH or epithelial OC. Using a small gene-panel, early detection of EC/AH and OC might be promising. However, the value of plasma ccfDNA for EC/AH requires further investigation.


Oncotarget ◽  
2016 ◽  
Vol 7 (40) ◽  
pp. 65364-65373 ◽  
Author(s):  
Young Kwang Chae ◽  
Andrew A. Davis ◽  
Benedito A. Carneiro ◽  
Sunandana Chandra ◽  
Nisha Mohindra ◽  
...  

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