Prevalence of inferred clonal hematopoiesis (CH) detected on comprehensive genomic profiling (CGP) of solid tumor tissue or circulating tumor DNA (ctDNA).

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 3009-3009
Author(s):  
Emmanuel S. Antonarakis ◽  
Zheng Kuang ◽  
Hanna Tukachinsky ◽  
Christine Parachoniak ◽  
Andrew David Kelly ◽  
...  

3009 Background: The increased use of ctDNA CGP has paralleled increased detection and interest in CH, which can confound CGP results from ctDNA or tissue, and can be associated with hematologic and cardiovascular morbidity. However, paired-depth sequencing of white blood cells (WBC) for confirmation of CH is not widely available. We here study the prevalence of inferred CH (iCH), which refers to incidental detection on routine clinical CGP of variants attributable to CH due to their known CH association and their negligible prevalence in solid tumors. Methods: A database of clinical CGP results was reviewed, including two 324-gene NGS panels for tumor tissue (FoundationOne CDx) and plasma ctDNA (FoundationOne Liquid CDx). Analysis was limited to NSCLC, breast, prostate, colorectal, and pancreatic cancers. iCH was defined as any pathogenic mutation in ASXL1, DNMT3A, and TET2, and prespecified mutations in JAK2, SF3B1, U2AF1, MYD88, IDH2, MPL, CBL. Variant allelic frequency (VAF) > 2% was considered clinically significant and VAF > 10% was considered high risk. Results: 100,905 total cases were studied; median age was 65 for tissue CGP and 68 for ctDNA. iCH was more commonly detected in ctDNA (1468/2891, 51%) than in tissue (9416/97993, 10%). Among cases with any iCH detected, multiple iCH mutations were seen more commonly in ctDNA (640/2891, 22%) than in tissue (987/98014, 1%). Focusing on clinically significant iCH ( > 2% VAF), prevalence remained higher in ctDNA (22%, 637) than in tissue (8%, 7878), while the higher sensitivity of ctDNA testing identified more low level iCH (< 2% VAF, 40% in ctDNA, 2% in tissue). Across cancer types, iCH > 2% was consistently more common in ctDNA (Table). As expected, prevalence of iCH > 2% increased with age (continuous variable, p < 0.001). High risk iCH ( > 10% VAF) was seen in 4% of total cases (most commonly ASXL1, TET2, DNMT3A); 1% of all cases had multiple clinically significant iCH variants ( > 2% VAF). Focusing on a subset of 439 cases with both tissue and ctDNA results (median 1.5 months between samples), 290 iCH mutations were detected in ctDNA (median VAF 1%) but only 38 in tissue (median VAF 9%). Conclusions: Inferred CH is common on somatic CGP of cancer patients, with a high prevalence in ctDNA likely due to the deeper sequencing depth and WBC contamination. For the minority of patients with high VAF iCH, further research is needed to understand whether this might be representative of an occult hematologic condition deserving of further evaluation.[Table: see text]

2018 ◽  
Vol 36 (6_suppl) ◽  
pp. 453-453 ◽  
Author(s):  
Bradley Alexander McGregor ◽  
Jon Chung ◽  
Paulo Gustavo Bergerot ◽  
Brady Forcier ◽  
Petros Grivas ◽  
...  

453 Background: Emerging data suggest a role for targeted therapy in patients (pts) with mUC whose tumors contain actionable genomic alterations (GA). Liquid biopsy of ctDNA from blood provides an attractive alternative for CGP in pts in whom tissue-based testing is not feasible. Methods: Hybrid capture-based genomic profiling was performed using FoundationACT assay in a CLIA-certified, CAP-accredited, NY State-approved laboratory. Cell free DNA was extracted from plasma using 20 ml whole blood and underwent CGP of 62 genes. Sequencing was performed to a median unique coverage of 6756× using the Illumina HiSeq 2500/4000 platform. Barcode-based error correction enabled analysis of GA at low allele frequency (AF), including base substitutions and short in/dels (AF≥0.1% for both), rearrangements, and copy number amplification. For several pts, non-temporally matched tissue-based CGP data was available. Comparisons to other CGP datasets of UC ctDNA and tissue were performed. Results: 66 pts with median age 68 (range 29-86) underwent ctDNA assessment as clinical test. There was evidence for ctDNA in 56 pts (85%), and ≥1 GA was noted in 48 pts (73%). The estimated median ctDNA fraction in plasma was 1.9%. In cases with detectable ctDNA, the most frequently altered genes were TP53 (68%), TERT-promoter (38%), PIK3CA (13%), FGFR3 (13%), KRAS (11%), NF1 (6%), ERBB2 (6%). Observed GA frequencies were comparable to prior studies of ctDNA and tissue. Both tissue and ctDNA-based CGP data with clinical correlation was available for several pts. A pt with FGFR3 GA in baseline tumor tissue had disappearance of FGFR3 GA and detection of new TP53 GA in ctDNA after targeted treatment with FGFR3 inhibitor. In a pt with ERBB2 and TP53 GAs in baseline tumor tissue, ctDNA at time of resistance to cisplatin-based therapy showed persistence of ERBB2 and TP53 GAs and new NF1 GA. Conclusions: Most pts with mUC had detectable ctDNA, and frequencies were comparable to prior data sets Detection of potentially targetable GA support further clinical utility assessment. Concordance between tissue and ctDNA in temporally matched samples with clinical annotation warrants further investigation.


2021 ◽  
Vol 10 ◽  
Author(s):  
Peng-Peng Kuang ◽  
Ning Li ◽  
Zui Liu ◽  
Tian-Yu Sun ◽  
Shu-Quan Wang ◽  
...  

BackgroundAlthough adjuvant chemotherapy is established for patients with non-small-cell lung cancer (NSCLC), the long-term survival remains to be improved. Postsurgical circulating tumor DNA (ctDNA) analysis of resectable NSCLC may identify patients at high risk of recurrence after adjuvant chemotherapy and facilitate personalized therapy.MethodsThis analysis included 38 patients who underwent curative-intent resection and received adjuvant chemotherapy for NSCLC. ctDNA analyses of tumor tissue, and pre- and post-operative plasma samples were performed with next-generation sequencing targeting 425 cancer-relevant genes. We define a ctDNA positive event as at least one shared mutation identified simultaneously in the plasma and tumor specimens. The primary endpoint was recurrence-free survival (RFS).ResultsAt least one somatic mutation was identified in the tumor tissue of all 38 patients. Tumor tissue-specific mutated ctDNA was detected in the preoperative plasma samples of 19 (50%) patients. ctDNA in preoperative plasma was in good accordance with that in tissue. ctDNA was detectable in the first post-operative pre-chemotherapy samples of 8 of 35 (22.9%) patients and was associated with inferior RFS (HR, 3.69; P = 0.033). ctDNA was detected in the first post-chemotherapy samples of 8 of 36 (22.2%) patients and was also associated with inferior RFS (HR, 8.76; P &lt; 0.001).ConclusionsPostoperative and post-chemotherapy ctDNA is a promising prognostic marker for resected NSCLC. ctDNA analyses may define a subgroup that remains at high risk of relapse despite standard adjuvant chemotherapy, and may help to inform intensified therapeutic strategies.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. 3057-3057
Author(s):  
Anna Hartwig ◽  
Carlo Artieri ◽  
Ariel Jaimovich ◽  
Emily E. Van Seventer ◽  
Aparna Raj Parikh ◽  
...  

3057 Background: ctDNA sequencing has been rapidly adopted for the identification of targetable somatic alterations (alts) in patients with advanced cancers. However, early stage disease detection has been hindered by low levels of ctDNA in circulation and the presence of confounding non-tumor-related somatic alts. We developed and validated a ctDNA assay that combines somatic and epigenomic signals to detect early stage tumors without tumor tissue or white blood cells (WBC). Methods: Using a single input sample, our assay integrates the sensitive detection of genomic alts with quantification of epigenomic signals associated with cancer. Non-tumor alts (e.g., clonal hematopoiesis of indeterminate potential; CHIP) are excluded using a newly developed bioinformatic classifier. To assess analytical sensitivity, specificity, and positive and negative reproducibility, we tested 337 clinical and contrived samples. Results: Clinical specificity was determined using 80 plasma samples from 50-75 year old presumptive cancer-free donors, and resulted in a single false positive (99% specificity). Analytical sensitivity (limit of detection) was established using a dilution series of 4 different late stage CRC pts tested in triplicate at a clinically relevant DNA input (30 ng) across multiple batches. 100% sensitivity was maintained even at the lowest tested level (estimated 0.1% tumor level). Positive/negative reproducibility was assessed by testing triplicates of diluted late stage samples and age-matched healthy donors, respectively, across different cfDNA inputs, and multiple reagent lots. Both positive and negative calls were 100% concordant across all replicates. Independent estimation of tumor levels from epigenomic or genomic signals produced highly concordant results (correlation r-value: 0.82, p-value: 3e-16). Conclusions: We designed and validated a highly specific ctDNA assay that integrates both genomic and epigenomic signals to allow for accurate and quantitative tumor level detection in early stages of the disease without requiring tumor tissue or WBC.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e15763-e15763
Author(s):  
Shasha Guan ◽  
Yan Shi ◽  
Quanli Han ◽  
Jie Li ◽  
Yao Lv ◽  
...  

e15763 Background: This study was to investigate the feasibility and the prognostic value of circulating tumor DNA (ctDNA) in metastatic pancreatic cancer (MPC). Methods: From 2015 to 2018 in our center, 40 MPC patients treated with nab-paclitaxel based first-line chemotherapy were prospectively collected both tumor tissue and blood samples, in which the genomic profiling of 425 genes was identified by next-generation sequencing. High mutation allelic frequency (MAF) was defined > 30% and > 5% in tumor tissue and blood, respectively. Kappa statistics were used to compare mutant (mt) genes in tissue and ctDNA. Progression-free and overall survival (PFS, OS) were assessed with Kaplan-Meier and Cox methods. Results: Among 40 MPC patients, tumor tissue and blood samples were available in 34 and 38 patients for somatic and germline alternation test, respectively. The most commonly mutant gene were KRAS (31/34 in tissue with a median MAF of 29.4%, 29/38 in ctDNA with a mMAF of 8.2%), and TP53 (28/34 in tissue with a mMAF of 31.1%, 25/38 in ctDNA with a mMAF of 7.4%). Moderate agreement was seen between ctDNA and tumor tissue (mt KRAS: κ = 0.54, P = 0.001; mt TP53: κ = 0.74, P < 0.001). Mutation in CDNK2A and SMAD4 genes were detected in 8 and 6 patients in tissue and ctDNA, respectively. Germline alternation was found in 7 genes in 9 patients (9/40). High MAF of mt KRAS (r = 0.51, P = 0.005) or mt TP53 (r = 0.50, P = 0.005) in ctDNA was correlated with high CA199 levels (> 5000 u/ml) at baseline. MT KRAS in tissue with high MAF was associated with poor OS (high 7.5m vs low 10.1m, P = 0.001) in univariate and multivariate analyses (HR 3.87, 95%CI 1.47 to 10.19). Univariate analyses showed mt KRAS and mt TP53 in ctDNA with high MAF were associated with poor PFS ( KRAS and TP53: high 3.4m and 3.0m vs low 6.1m and 5.7m, P = 0.001 and P = 0.004, respectively) and OS ( KRAS and TP53: high 5.3m and 5.3m vs low 12.6m and 10.1m, P < 0.001, respectively). The presence of ctDNA in any above four mt driver gene with high MAF was associated with poor PFS (HR 3.79, 95%CI 1.71 to 8.42) and OS (HR 7.21, 95%CI 2.69 to 19.34) in multivariate COX model, when adjusted by age, sex, tumor differentiation, and baseline CA199 level. Conclusions: The presence of mt KRAS and mt TP53 with high MAF in ctDNA was associated with worse PFS and OS in MPC patients. Peripheral ctDNA testing demonstrated an alternative promising prognostic biomarker for MPC patients before treatment.


2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Gillian Vandekerkhove ◽  
Jean-Michel Lavoie ◽  
Matti Annala ◽  
Andrew J. Murtha ◽  
Nora Sundahl ◽  
...  

AbstractMolecular stratification can improve the management of advanced cancers, but requires relevant tumor samples. Metastatic urothelial carcinoma (mUC) is poised to benefit given a recent expansion of treatment options and its high genomic heterogeneity. We profile minimally-invasive plasma circulating tumor DNA (ctDNA) samples from 104 mUC patients, and compare to same-patient tumor tissue obtained during invasive surgery. Patient ctDNA abundance is independently prognostic for overall survival in patients initiating first-line systemic therapy. Importantly, ctDNA analysis reproduces the somatic driver genome as described from tissue-based cohorts. Furthermore, mutation concordance between ctDNA and matched tumor tissue is 83.4%, enabling benchmarking of proposed clinical biomarkers. While 90% of mutations are identified across serial ctDNA samples, concordance for serial tumor tissue is significantly lower. Overall, our exploratory analysis demonstrates that genomic profiling of ctDNA in mUC is reliable and practical, and mitigates against disease undersampling inherent to studying archival primary tumor foci. We urge the incorporation of cell-free DNA profiling into molecularly-guided clinical trials for mUC.


BMC Cancer ◽  
2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Stine Karlsen Oversoe ◽  
Michelle Simone Clement ◽  
Britta Weber ◽  
Henning Grønbæk ◽  
Stephen Jacques Hamilton-Dutoit ◽  
...  

Abstract Background and aims Studies suggest that mutations in the CTNNB1 gene are predictive of response to immunotherapy, an emerging therapy for advanced hepatocellular carcinoma (HCC). Analysis of circulating tumor DNA (ctDNA) offers the possibility of serial non-invasive mutational profiling of tumors. Combining tumor tissue and ctDNA analysis may increase the detection rate of mutations. This study aimed to evaluate the frequency of the CTNNB1 p.T41A mutation in ctDNA and tumor samples from HCC patients and to evaluate the concordance rates between plasma and tissue. We further evaluated changes in ctDNA after various HCC treatment modalities and the impact of the CTNNB1 p.T41A mutation on the clinical course of HCC. Methods We used droplet digital PCR to analyze plasma from 95 patients and the corresponding tumor samples from 37 patients during 3 years follow up. Results In tumor tissue samples, the mutation rate was 8.1% (3/37). In ctDNA from HCC patients, the CTNNB1 mutation rate was 9.5% (9/95) in the pre-treatment samples. Adding results from plasma analysis to the subgroup of patients with available tissue samples, the mutation detection rate increased to 13.5% (5/37). There was no difference in overall survival according to CTNNB1 mutational status. Serial testing of ctDNA suggested a possible clonal evolution of HCC or arising multicentric tumors with separate genetic profiles in individual patients. Conclusion Combining analysis of ctDNA and tumor tissue increased the detection rate of CTNNB1 mutation in HCC patients. A liquid biopsy approach may be useful in a tailored therapy of HCC.


Author(s):  
Ivy van Dijke ◽  
Phillis Lakeman ◽  
Naoual Sabiri ◽  
Hanna Rusticus ◽  
Cecile P. E. Ottenheim ◽  
...  

AbstractPreconception carrier screening offers couples the possibility to receive information about the risk of having a child with a recessive disorder. Since 2016, an expanded carrier screening (ECS) test for 50 severe autosomal recessive disorders has been available at Amsterdam Medical Center, a Dutch university hospital. This mixed-methods study evaluated the experiences of couples that participated in the carrier screening offer, including high-risk participants, as well as participants with a general population risk. All participants received genetic counselling, and pre- (n = 132) and post-test (n = 86) questionnaires and semi-structured interviews (n = 16) were administered. The most important reason to have ECS was to spare a future child a life with a severe disorder (47%). The majority of survey respondents made an informed decision (86%), as assessed by the Multidimensional Measure of Informed Choice. Among the 86 respondents, 27 individual carriers and no new carrier couples were identified. Turn-around time of the test results was considered too long and costs were perceived as too high. Overall, mean levels of anxiety were not clinically elevated. High-risk respondents (n = 89) and pregnant respondents (n = 13) experienced higher levels of anxiety before testing, which decreased after receiving the test result. Although not clinically significant, distress was on average higher for carriers compared to non-carriers (p < 0.0001). All respondents would opt for the test again, and 80.2% would recommend it to others. The results suggest that ECS should ideally be offered before pregnancy, to minimise anxiety. This study could inform current and future implementation initiatives of preconception ECS.


2021 ◽  
Vol 19 (1) ◽  
Author(s):  
Weiwei Feng ◽  
Nan Jia ◽  
Haining Jiao ◽  
Jun Chen ◽  
Yan Chen ◽  
...  

Abstract Background Currently, there is no reliable blood-based marker to track tumor recurrence in endometrial cancer (EC) patients. Liquid biopsies, specifically, circulating tumor DNA (ctDNA) analysis emerged as a way to monitor tumor metastasis. The objective of this study was to examine the feasibility of ctDNA in recurrence surveillance and prognostic evaluation of high-risk EC. Methods Tumor tissues from nine high-risk EC patients were collected during primary surgery and tumor DNA was subjected to next generation sequencing to obtain the initial mutation spectrum using a 78 cancer-associated gene panel. Baseline and serial post-operative plasma samples were collected and droplet digital PCR (ddPCR) assays for patient-specific mutations were developed to track the mutations in the ctDNA in serial plasma samples. Log-rank test was used to assess the association between detection of ctDNA before or after surgery and disease-free survival. Results Somatic mutations were identified in all of the cases. The most frequent mutated genes were PTEN, FAT4, ARID1A, TP53, ZFHX3, ATM, and FBXW7. For each patient, personalized ddPCR assays were designed for one-to-three high-frequent mutations. DdPCR analysis and tumor panel sequencing had a high level of agreement in the assessment of the mutant allele fractions in baseline tumor tissue DNA. CtDNA was detected in 67% (6 of 9) of baseline plasma samples, which was not predictive of disease-free survival (DFS). CtDNA was detected in serial post-operative plasma samples (ctDNA tracking) of 44% (4 of 9) of the patients, which predicted tumor relapse. The DFS was a median of 9 months (ctDNA detected) versus median DFS undefined (ctDNA not detected), with a hazard ratio of 17.43 (95% CI, 1.616–188.3). The sensitivity of post-operative ctDNA detection in estimating tumor relapse was 100% and specificity was 83.3%, which was superior to CA125 or HE4. Conclusions Personalized ctDNA detection was effective and stable for high-risk EC. CtDNA tracking in post-operative plasma is valuable for predicting tumor recurrence.


2021 ◽  
Vol 3 (1) ◽  
Author(s):  
Jianling Ji ◽  
Kristiyana Kaneva ◽  
Matthew C Hiemenz ◽  
Girish Dhall ◽  
Tom Belle Davidson ◽  
...  

Abstract Background Recent large-scale genomic studies have revealed a spectrum of genetic variants associated with specific subtypes of central nervous system (CNS) tumors. The aim of this study was to determine the clinical utility of comprehensive genomic profiling of pediatric, adolescent and young adult (AYA) CNS tumors in a prospective setting, including detection of DNA sequence variants, gene fusions, copy number alterations (CNAs), and loss of heterozygosity. Methods OncoKids, a comprehensive DNA- and RNA-based next-generation sequencing (NGS) panel, in conjunction with chromosomal microarray analysis (CMA) was employed to detect diagnostic, prognostic, and therapeutic markers. NGS was performed on 222 specimens from 212 patients. Clinical CMA data were analyzed in parallel for 66% (146/222) of cases. Results NGS demonstrated clinically significant alterations in 66% (147/222) of cases. Diagnostic markers were identified in 62% (138/222) of cases. Prognostic information and targetable genomic alterations were identified in 22% (49/222) and 18% (41/222) of cases, respectively. Diagnostic or prognostic CNAs were revealed by CMA in 69% (101/146) of cases. Importantly, clinically significant CNAs were detected in 57% (34/60) of cases with noncontributory NGS results. Germline cancer predisposition testing was indicated for 27% (57/212) of patients. Follow-up germline testing was performed for 20 patients which confirmed a germline pathogenic/likely pathogenic variant in 9 cases: TP53 (2), NF1 (2), SMARCB1 (1), NF2 (1), MSH6 (1), PMS2 (1), and a patient with 47,XXY Klinefelter syndrome. Conclusions Our results demonstrate the significant clinical utility of integrating genomic profiling into routine clinical testing for pediatric and AYA patients with CNS tumors.


2007 ◽  
Vol 106 (6) ◽  
pp. 1070-1074 ◽  
Author(s):  
Yoshinaga Kajimoto ◽  
Toshihiko Kuroiwa ◽  
Shin-Ichi Miyatake ◽  
Tsugumichi Ichioka ◽  
Minoru Miyashita ◽  
...  

✓It has been established that fluorescence-guided resection using 5-aminolevulinic acid (5-ALA) is useful in glioma surgery. The authors report on a 65-year-old woman who had a huge atypical left-hemisphere meningioma, which extended into the skull and to the superior sagittal sinus and demonstrated fluorescence in response to administration of 5-ALA. After the tumor was removed, the operative field was observed under the fluorescent mode of a fluorescence surgical microscopy system. Several minute areas of residual tumor tissue were visualized as strong fluorescence behind the vein and sinus, in a part of the hypertrophic dura, and along the edge of the skull. These remnants were completely removed. The authors concluded that fluorescence-guided resection using 5-ALA is useful in cases of atypical meningiomas with a high risk of recurrence.


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