Detection of Therapeutically Targetable Driver and Resistance Mutations in Lung Cancer Patients by Next-Generation Sequencing of Cell-Free Circulating Tumor DNA
Open accessPublished version of a preprint
Abstract
Purpose: The expanding number of targeted therapeutics for non–small cell lung cancer (NSCLC) necessitates real-time tumor genotyping, yet tissue biopsies are difficult to perform serially and often yield inadequate DNA for next-generation sequencing (NGS). We evaluated the feasibility of using cell-free circulating tumor DNA (ctDNA) NGS as a complement or alternative to tissue NGS. Experimental Design: A total of 112 plasma samples obtained from a consecutive study of 102 prospectively enrolled patients with advanced NSCLC were subjected to ultra-deep sequencing of up to 70 genes and matched with tissue samples, when possible. Results: We detected 275 alterations in 45 genes, and at least one alteration in the ctDNA for 86 of 102 patients (84%), with EGFR variants being most common. ctDNA NGS detected 50 driver and 12 resistance mutations, and mutations in 22 additional genes for which experimental therapies, including clinical trials, are available. Although ctDNA NGS was completed for 102 consecutive patients, tissue sequencing was only successful for 50 patients (49%). Actionable EGFR mutations were detected in 24 tissue and 19 ctDNA samples, yielding concordance of 79%, with a shorter time interval between tissue and blood collection associated with increased concordance (P = 0.038). ctDNA sequencing identified eight patients harboring a resistance mutation who developed progressive disease while on targeted therapy, and for whom tissue sequencing was not possible. Conclusions: Therapeutically targetable driver and resistance mutations can be detected by ctDNA NGS, even when tissue is unavailable, thus allowing more accurate diagnosis, improved patient management, and serial sampling to monitor disease progression and clonal evolution. Clin Cancer Res; 22(23); 5772–82. ©2016 AACR.
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- Findingown data
At least one alteration was detected in ctDNA for 86 of 102 patients, or 84%.
“We detected 275 alterations in 45 genes, and at least one alteration in the ctDNA for 86 of 102 patients (84%), with EGFR variants being most common.”
- Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
“In total, 275 variants were detected in the ctDNA of 86 (84.3%) of 102 patients, including SNVs, indels, and fusions.”
Quote in the paperSubstantial claim - Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
- Findingown data
ctDNA sequencing identified 8 patients with a resistance mutation who progressed on targeted therapy and for whom tissue sequencing was not possible.
“ctDNA sequencing identified 8 patients harboring a resistance mutation who developed progressive disease while on targeted therapy, and for whom tissue sequencing wasn’t possible.”
- Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
“a T790M mutation was detected in the ctDNA of eight patients for whom tissue sequencing could not be performed.”
Quote in the paperSubstantial claim - Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
- Findingown data
ctDNA NGS detected mutations in 22 additional genes for which experimental therapies, including clinical trials, were available.
“ctDNA NGS detected 50 driver and 12 resistance mutations, and mutations in 22 additional genes for which experimental therapies, including clinical trials, are available.”
Quote in the paperSubstantial claim - Findingown data
A shorter interval between tissue and blood collection was associated with higher concordance, with p=0.038.
“with a shorter time interval between tissue and blood collection associated with increased concordance (p=0.038).”
- Also stated in: § Comparison of tissue and plasma results · plain
“found the concordance rates (100%, 92%, 94%, and 60%, respectively) to be significantly correlated with time between tissue biopsy and blood draw (p=0.038; Figure 3D).”
Quote in the paperNot a substantial claim - Also stated in: § Comparison of tissue and plasma results · plain
- Findingown data
A total of 275 alterations were detected across 45 genes in ctDNA.
“We detected 275 alterations in 45 genes, and at least one alteration in the ctDNA for 86 of 102 patients (84%), with EGFR variants being most common.”
- Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
“Variants were detected in 45 genes with EGFR mutations the most prevalent at 20% of total variants (Figure 2, Supplemental Table 3).”
Quote in the paperSubstantial claim - Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
- Findingown data
The BRAF D594G mutation was detected in one patient.
“In addition, the BRAF D594G mutation, which has been associated with resistance to EGFR-targeted therapy (35), was detected for one patient.”
Quote in the paperNot a substantial claim - Findingown data
Among driver mutations with FDA-approved therapies, EGFR exon 19 deletions were more frequent than L858R, occurring in 16 (15.7%) and 10 (9.8%) patients, respectively.
“Among the driver mutations with FDA-approved therapies, and as previously reported (35), EGFR Exon 19 deletions were more frequently reported than L858R mutations, in 16 (15.7%) and 10 (9.8%) patients respectively (Supplemental Table 4).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Stewart, 2015, Known and putative mechanisms of resistance to EGFR targeted therapies in NSCLC patients with EGFR mutations-a review, Transl Lung Cancer Res
Not checked in the free run.
- Findingown data
There was a significant difference in allelic fraction between tDNA and ctDNA variants in the 50 matched patients, with mean AF 30.6% for tDNA and 6.2% for ctDNA, p<0.001.
“there was a significant difference between the allelic fraction (AF) of variants detected in tDNA versus ctDNA for the 50 patients with matched tissue and ctDNA (tDNA mean AF 30.6% vs 6.2% for ctDNA; p<0.001; Figure 3B).”
Quote in the paperNot a substantial claim - Findingown data
Objective progression of disease while on EGFR-directed therapy was documented by imaging in all 10 T790M-positive patients.
“Objective progression of disease while on EGFR-directed therapy had been documented by cross-sectional imaging in 10/10 (100%) T790M-positive patients.”
Quote in the paperNot a substantial claim - Findingown data
Among the 52 patients with only ctDNA results, tissue biopsy was unobtainable or yielded insufficient DNA for 45 patients, or 86.5%.
“Of the 52 patients with only ctDNA results, a tissue biopsy was either unobtainable, or yielded DNA of insufficient quantity or quality for 45 (86.5%) of 52 patients.”
Quote in the paperSubstantial claim - Findingown data
ROS1 or RET rearrangements were not detected.
“ROS1 or RET rearrangements were not detected.”
Quote in the paperNot a substantial claim - Findingown data
The original EGFR-activating mutation was detected in all 10 ctDNA samples that harbored T790M.
“The original EGFR-activating mutation was detected in all 10 ctDNA samples harboring a T790M mutation.”
Quote in the paperNot a substantial claim - Findingown data
The PIK3CA E545K resistance mutation was not detected in any ctDNA samples.
“The PIK3CA E545K resistance mutation was not detected in any ctDNA samples.”
Quote in the paperNot a substantial claim - Findingown data
56 patients, or 55%, had an off-label targeted therapy that could potentially be used.
“The majority of patients (70%) were determined to have a relevant clinical trial available, 56 (55%) patients had an off-label targeted therapy that could potentially be used, and 32 (31%) patients had an FDA-approved therapy available to target the detected variant.”
Quote in the paperSubstantial claim - Findingown data
All 14 variants detected in ctDNA but not tDNA had an allelic fraction below the 4.0% cutoff.
“For the 14 variants detected in ctDNA but not tDNA, all 14 (100%) had an AF below this 4.0% cutoff.”
Quote in the paperNot a substantial claim - Findingcitation
No co-expression of EGFR and KRAS mutations was found in any plasma samples.
“Consistent with prior reports, we found no co-expression of EGFR and KRAS mutations in any plasma samples (23, 39).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [23] Couraud, 2014, Noninvasive diagnosis of actionable mutations by deep sequencing of circulating free DNA in lung cancer from never-smokers: a proof-of-concept study from BioCAST/IFCT-1002, Clin Cancer Res source
Not checked in the free run.
- cites [39] Johnson, 2013, Association of KRAS and EGFR mutations with survival in patients with advanced lung adenocarcinomas, Cancer source
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- Findingown data
There was no significant difference in concordance between the 15 untreated patients (76.7%) and the 35 treated patients (52.4%), p=0.11.
“There was no significant difference between the concordance for the 15 patients who received no treatment between ctDNA and tissue testing (76.7% concordance) and those (n=35) who received any treatment (52.4% concordance; p=0.11).”
Quote in the paperNot a substantial claim - Findingown data
Among 50 patients with matched tissue and plasma samples, 42 (84%) had at least one mutation detected in ctDNA.
“Of the 50 patients with matched tissue and plasma samples, 39 (78%) patients had ≥1 alteration in tDNA, and 42 (84%) patients had ≥1 mutation detected in ctDNA.”
Quote in the paperSubstantial claim - Findingown data
When wild-type calls were considered, overall concordance was 97.5%.
“When wild-type calls, i.e., genes for which no variants were detected, are considered, the overall concordance was 97.5%.”
Quote in the paperNot a substantial claim - Findingown data
70% of patients had a relevant clinical trial available.
“The majority of patients (70%) were determined to have a relevant clinical trial available, 56 (55%) patients had an off-label targeted therapy that could potentially be used, and 32 (31%) patients had an FDA-approved therapy available to target the detected variant.”
Quote in the paperSubstantial claim - Findingown data
Overall concordance for all variants covered and detected by both platforms was 60%.
“The overall concordance for all variants covered and detected by both platforms was 60%.”
Quote in the paperSubstantial claim - Findingown data
Among 50 patients with matched tissue and plasma samples, 39 (78%) had at least one alteration in tDNA.
“Of the 50 patients with matched tissue and plasma samples, 39 (78%) patients had ≥1 alteration in tDNA, and 42 (84%) patients had ≥1 mutation detected in ctDNA.”
Quote in the paperSubstantial claim - Findingown data
The EGFR T790M resistance mutation was identified in ctDNA from 10 of 32 patients receiving EGFR-TKI therapy, or 31%.
“The EGFR T790M resistance mutation was identified in the ctDNA of 10 (31%) of 32 patients receiving EGFR-TKI therapy, but the less common secondary resistance mutations EGFR D761Y, T854A, and L747S (37) were not detected in any samples.”
Quote in the paperSubstantial claim - Findingown data
32 patients, or 31%, had an FDA-approved therapy available to target the detected variant.
“The majority of patients (70%) were determined to have a relevant clinical trial available, 56 (55%) patients had an off-label targeted therapy that could potentially be used, and 32 (31%) patients had an FDA-approved therapy available to target the detected variant.”
Quote in the paperSubstantial claim - Findingown data
Among the 50 matched patients, the EGFR T790M resistance mutation was identified in 4 (8%) tDNA samples and 8 (16%) ctDNA samples.
“The EGFR T790M resistance mutation was identified in 4 (8%) tDNA samples and 8 (16%) ctDNA samples.”
Quote in the paperNot a substantial claim - Findingcitation
Only 4% of patients had squamous cell carcinoma, compared with 15-20% in the overall lung cancer population.
“Only 4% of patients had a diagnosis of squamous cell carcinoma (SqCC) as compared to 15–20% in the overall lung cancer population (4, 34), likely due to the anticipated low frequency of actionable molecular abnormalities in SqCC, and also a competing SqCC trial at our institution at the time of this study.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [4] Chan, 2015, Targeted therapy for non-small cell lung cancer: current standards and the promise of the future, Transl Lung Cancer Res
Not checked in the free run.
- cites [34] Garon, 2015, Pembrolizumab for the treatment of non-small-cell lung cancer, N Engl J Med source
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- Findingcitation
An ALK G1202R resistance mutation was co-expressed with EML4-ALK in one patient whose cancer progressed on an ALK TKI.
“An ALK G1202R resistance mutation (9) was co-expressed with EML4-ALK for one patient whose cancer had progressed while receiving an ALK TKI.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Awad, 2014, ALK inhibitors in non-small cell lung cancer: crizotinib and beyond, Clin Adv Hematol Oncol
Not checked in the free run.
- Findingown data
The less common secondary resistance mutations EGFR D761Y, T854A, and L747S were not detected in any samples.
“but the less common secondary resistance mutations EGFR D761Y, T854A, and L747S (37) were not detected in any samples.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Nguyen, 2009, Acquired resistance to epidermal growth factor receptor tyrosine kinase inhibitors in non-small-cell lung cancers dependent on the epidermal growth factor receptor pathway, Clin Lung Cancer source
Not checked in the free run.
- Findingown data
The EML4-ALK fusion was detected in 2 samples.
“The EML4-ALK fusion, which confers sensitivity to the ALK TKI crizotinib (1), was detected in 2 samples.”
Quote in the paperNot a substantial claim - Findingown data
A cfDNA concentration of at least 3 ng/μL was associated with a median overall survival of 24 months versus 46 months.
“Higher cfDNA concentrations were significantly associated with decreased overall survival from time of metastatic diagnosis, and a cfDNA concentration ≥3 ng/μL was associated with a median overall survival of 24 versus 46 months (log-rank. p<0.01; Figure 4B).”
Quote in the paperNot a substantial claim - Findingown data
No mutations were detected in cfDNA for 16 of 102 patients.
“No mutations were detected in the cfDNA for 16 of 102 patients, suggesting the tumor was not actively shedding ctDNA, the patient’s disease was adequately controlled by therapy, or plasma-based somatic variants were either not covered by the 70-gene panel or below the 0.01% level of detection for the assay.”
Quote in the paperNot a substantial claim - Findingown data
In three patients, ctDNA detected the emergence of therapeutically targetable variants over the course of therapy.
“In addition, we describe three patients for whom ctDNA did detect the emergence of therapeutically targetable variants over the course of therapy.”
Quote in the paperNot a substantial claim - Findingown data
A tissue biopsy with sufficient quality and quantity of DNA for NGS was unobtainable or not obtained for 52 of 102 patients (51%).
“In contrast, a tissue biopsy with sufficient quality and quantity of DNA for NGS was unobtainable or not obtained for 52 of 102 patients (51%).”
Quote in the paperSubstantial claim - Findingcitation
Quantity of tDNA was not sufficient for 24 of 52 patients (46.2%).
“Similar to other reports for tissue NGS (46), quantity of tDNA was not sufficient for 24 of 52 (46.2%) patients.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [46] Zill, 2015, Cell-free DNA next-generation sequencing in pancreatobiliary carcinomas, Cancer Discov source
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- Findingown data
For three of the six patients who underwent serial ctDNA testing, ctDNA testing did not reveal therapeutically targetable mutations.
“For three of these patients, ctDNA testing did not reveal therapeutically targetable mutations, but could still be used to guide clinical decision-making.”
Quote in the paperNot a substantial claim - Findingown data
Higher cfDNA concentrations were significantly associated with decreased overall survival from the time of metastatic diagnosis.
“Higher cfDNA concentrations were significantly associated with decreased overall survival from time of metastatic diagnosis, and a cfDNA concentration ≥3 ng/μL was associated with a median overall survival of 24 versus 46 months (log-rank. p<0.01; Figure 4B).”
Quote in the paperNot a substantial claim - Findingown data
Next-generation sequencing was successfully performed on 102 consecutively obtained lung cancer patient plasma samples.
“In this prospective study, we have shown the successful next-generation sequencing of 102 consecutively obtained lung cancer patient plasma samples.”
Quote in the paperSubstantial claim - Findingown data
cfDNA level was associated with poor patient outcomes.
“Consistent with another recent report (30), we also found cfDNA level was associated with poor patient outcomes.”
Quote in the paperNot a substantial claim - Findingown data
Mean total cfDNA concentration extracted from plasma was significantly higher in patients who died during the study period than in patients who were alive (4.0 vs. 1.6 ng/μL; p<0.001).
“The mean concentration of total cfDNA extracted from plasma was significantly higher in patients who died during the study period versus alive patients (4.0 vs. 1.6 ng/μL; p<0.001).”
Quote in the paperSubstantial claim - Premisecitation
A small needle biopsy of a single lesion may fail to reflect intra- and inter-tumor genetic heterogeneity.
“a small needle biopsy of a single lesion may fail to reflect the true underlying intra- and inter-tumor genetic heterogeneity (15–17).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [15] Sholl, 2015, Multi-institutional oncogenic driver mutation analysis in lung adenocarcinoma: the lung cancer mutation consortium experience, J Thorac Oncol source
Not checked in the free run.
- cites [16] Gerlinger, 2012, Intratumor heterogeneity and branched evolution revealed by multiregion sequencing, N Engl J Med source
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- cites [17] Ni, 2013, Reproducible copy number variation patterns among single circulating tumor cells of lung cancer patients, Proc Natl Acad Sci U S A source
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- Premisecitation
Second- and third-generation TKIs are available for tumors with certain EGFR and ALK resistance mutations.
“second- and third-generation TKIs are now available for tumors harboring certain EGFR and ALK resistance mutations (12, 13).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [12] Sequist, 2015, Rociletinib in EGFR-mutated non-small-cell lung cancer, N Engl J Med source
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- cites [13] Cross, 2014, AZD9291, an irreversible EGFR TKI, overcomes T790M-mediated resistance to EGFR inhibitors in lung cancer, Cancer Discov source
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- Interpretationown data
Therapeutically targetable driver and resistance mutations can be detected by ctDNA NGS even when tissue is unavailable.
“Therapeutically targetable driver and resistance mutations can be detected by ctDNA NGS, even when tissue is unavailable, thus allowing more accurate diagnosis, improved patient management, and serial sampling to monitor disease progression and clonal evolution.”
Quote in the paperSubstantial claim - Premisecitation
ERBB2 exon 20 insertions confer sensitivity to ERBB2-targeted therapies.
“Ten ERBB2 mutations were detected, including 5 exon 20 insertions shown to confer sensitivity to ERBB2-targeted therapies (36).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [36] Li, 2016, HER2 amplification and HER2 mutation are distinct molecular targets in lung cancers, J Thorac Oncol source
Not checked in the free run.
- Study design and conductown data
Post hoc calculations indicated that 50 paired samples provide precision for a 95% confidence interval around concordance with a maximum width of approximately 0.3.
“post hoc calculations indicate that 50 paired samples provide precision for estimation of a 95% confidence interval around concordance with a maximum width of approximately 0.3.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Targeted NGS of ctDNA can profile a broader scope of genetic alterations on a single platform.
“Targeted next-generation sequencing (NGS) of ctDNA offers the ability to profile a much broader scope of genetic alterations on a single platform.”
Quote in the paperSubstantial claim - Premisecitation
ctDNA levels may drop while on TKI therapy even with partial response.
“It is well established that ctDNA levels may drop while on TKI therapy even with partial response (40).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] Marchetti, 2015, Early prediction of response to tyrosine kinase inhibitors by quantification of EGFR mutations in plasma of NSCLC patients, J Thorac Oncol source
Not checked in the free run.
- Interpretationown data
For more than half of the patients, ctDNA sequencing was the only option for detecting therapeutically targetable variants.
“Thus, for over half our patients, ctDNA sequencing was the only option for detection of therapeutically targetable variants.”
Quote in the paperSubstantial claim - Interpretationown data
ctDNA analysis for NSCLC patients can yield results with high clinical relevance, including detection of therapeutically targetable mutations in EGFR, ALK, and other genes.
“Taken together, these data suggest that ctDNA analysis for NSCLC patients can yield results with high clinical relevance, including detection of therapeutically targetable mutations in EGFR, ALK, and other genes.”
Quote in the paperSubstantial claim - Interpretationreasoning
ctDNA testing is well-suited for molecular monitoring of NSCLC patients.
“Thus, ctDNA testing is well-suited for NSCLC patient molecular monitoring.”
Quote in the paperSubstantial claim - Interpretationnone given
This prospective study is the first to apply a comprehensive clinical NGS panel to ctDNA and matched tumor biopsies in advanced lung cancer patients.
“To our knowledge, this prospective study is the first of its kind to apply a comprehensive clinical NGS panel to ctDNA and matched tumor biopsies in advanced lung cancer patients”
Quote in the paperNot a substantial claim - Study design and conductown data
The association between cfDNA concentration and overall survival remained significant after adjustment for age, performance status, EGFR mutation status, and number of metastatic sites.
“This result remained significant when adjusted for age, performance status, EGFR mutation status, and number of metastatic sites.”
Quote in the paperSubstantial claim - Interpretationown data
This work demonstrates the promise of ctDNA testing for real-time molecular monitoring of patients with advanced lung cancer and other malignancies in clinical practice.
“In summary, this work demonstrates the promise of ctDNA testing for real-time molecular monitoring of patients with advanced lung cancer and other malignancies in clinical practice, and underscores the need for additional studies to further assess the biological evolution of metastatic disease and clinical utility of molecular non-invasive profiling.”
Quote in the paperSubstantial claim - Premisecitation
NSCLC patient CTCs cannot always be reliably identified.
“While circulating tumor cells (CTCs) are considered a form of liquid biopsy, and we (31) and others (47) have reported on approaches for molecular analysis of CTCs, NSCLC patient CTCs cannot always be reliably identified (44, 48, 49).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [44] Neal, 2015, Developing biomarker-specific end points in lung cancer clinical trials, Nat Rev Clin Oncol source
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- cites [48] Allard, 2004, Tumor cells circulate in the peripheral blood of all major carcinomas but not in healthy subjects or patients with nonmalignant diseases, Clin Cancer Res source
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- cites [49] Krebs, 2012, Analysis of circulating tumor cells in patients with non-small cell lung cancer using epithelial marker-dependent and -independent approaches, J Thorac Oncol source
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- Interpretationown data
For over half of the patients, liquid biopsy was the only means of molecular monitoring.
“Thus, for over half our patients, a liquid biopsy was the only means of molecular monitoring.”
Quote in the paperSubstantial claim - Interpretationnone given
Liquid biopsy may detect mutations that were either not present or undetectable in primary tissue or initial biopsy.
“Moreover, liquid biopsy may detect mutations that were either not present or undetectable in primary tissue or initial biopsy.”
Quote in the paperSubstantial claim - Premisecitation
Sensitivity of variant detection is higher in ctDNA than in CTCs.
“Moreover, ctDNA is readily detectable in lung cancer patient blood (20, 27, 29, 30), and sensitivity of variant detection was recently shown to be higher in ctDNA than CTCs (25).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Punnoose, 2012, Evaluation of circulating tumor cells and circulating tumor DNA in non-small cell lung cancer: association with clinical endpoints in a phase II clinical trial of pertuzumab and erlotinib, Clin Cancer Res source
Not checked in the free run.
- Interpretationnone given
This approach may facilitate discovery of previously unreported resistance mutations and low-frequency subclones emerging under therapy pressure that would be undetectable in primary tumor tissue.
“This approach may also facilitate the discovery of previously unreported resistance mutations and the emergence of low frequency subclones under pressure of therapy, which would have been undetectable in primary tumor tissue.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Liquid biopsy may complement histological analysis by providing additional tumor molecular characterization.
“While ctDNA testing alone will be insufficient to detect histological sources of therapy resistance, such as a small cell phenotype, a liquid biopsy may complement histological analysis by providing additional tumor molecular characterization.”
Quote in the paperSubstantial claim - Interpretationreasoning
Digital sequencing of a large panel of genes allows detection of many variants to aid clinical decision-making.
“Digital sequencing of a large panel of genes (in this case 70) allows for detection of a large number of variants to aid clinical decision-making”
Quote in the paperSubstantial claim - Premisecitation
ctDNA is readily detectable in lung cancer patient blood.
“Moreover, ctDNA is readily detectable in lung cancer patient blood (20, 27, 29, 30), and sensitivity of variant detection was recently shown to be higher in ctDNA than CTCs (25).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [20] Newman, 2014, An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage, Nat Med source
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- cites [27] Bettegowda, 2014, Detection of circulating tumor DNA in early- and late-stage human malignancies, Sci Transl Med source
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- cites [29] Lanman, 2015, Analytical and clinical validation of a digital sequencing panel for quantitative, highly accurate evaluation of cell-free circulating tumor DNA, PLoS One source
Not checked in the free run.
- Interpretationreasoning
The study provides evidence for the feasibility and clinical utility of liquid biopsies for managing advanced NSCLC patients.
“Here we present evidence for the feasibility and clinical utility of liquid biopsies for the management of advanced NSCLC patients.”
Quote in the paperSubstantial claim
- May combine two claims. 41
- Classified as probably not a substantial claim. 25
- The quote only partly states this claim. 1
May combine two claims.
Findingown datactDNA NGS detected 50 driver mutations and 12 resistance mutations.
“ctDNA NGS detected 50 driver and 12 resistance mutations, and mutations in 22 additional genes for which experimental therapies, including clinical trials, are available.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataEGFR mutations were the most common variants detected, making up 20% of all ctDNA variants.
“with EGFR variants being most common”
- Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
“Variants were detected in 45 genes with EGFR mutations the most prevalent at 20% of total variants (Figure 2, Supplemental Table 3).”
Quote in the paperNot a substantial claim- Also stated in: § Therapeutically targetable driver and resistance mutations detected in ctDNA · plain
May combine two claims.
Findingown dataActionable EGFR mutations were found in 24 tissue samples and 19 ctDNA samples, with 79% concordance.
“Actionable EGFR mutations were detected in 24 tissue and 19 ctDNA samples, yielding concordance of 79%”
- Also stated in: § Comparison of tissue and plasma results · plain
“Among the 50 patients with matched tDNA and ctDNA, 24 therapeutically targetable driver EGFR mutations were detected in tDNA and 19 in ctDNA samples, yielding an overall concordance of 79%.”
Quote in the paperSubstantial claim- Also stated in: § Comparison of tissue and plasma results · plain
May combine two claims.
Findingown datactDNA NGS was completed for all 102 consecutive patients, whereas tissue sequencing succeeded for only 50 patients, or 49%.
“While ctDNA NGS was completed for 102 consecutive patients, tissue sequencing was only successful for 50 patients (49%).”
- Also stated in: § Patient characteristics and study design · plain
“While ctDNA analysis was successfully completed for all 112 samples obtained from 102 consecutively enrolled patients, tissue NGS could only be completed for 50 (49.0%) patients.”
Quote in the paperSubstantial claim- Also stated in: § Patient characteristics and study design · plain
May combine two claims.
Findingown dataTen ERBB2 mutations were detected, including 5 exon 20 insertions.
“Ten ERBB2 mutations were detected, including 5 exon 20 insertions shown to confer sensitivity to ERBB2-targeted therapies (36).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data60% of variants detected in ctDNA had an allelic fraction below 4.0%, which is below the tDNA sequencing platform threshold.
“60% of variants detected in ctDNA were at an AF less than 4.0%, which is below the threshold at which calls can be made for the tDNA sequencing platform (detailed AF results for 50 patients with matched ctDNA and tissue shown in Supplemental Table 6).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPatient #23 had one of the lowest total cfDNA yields (14.5 ng versus median 32.1 ng; range 6-390 ng), and the LOD for EGFR variants was set at 0.2% rather than 0.1%.
“the total cfDNA yield was one of the lowest among our patients (14.5 ng versus a median of 32.1 ng (range 6–390 ng); Supplemental Figure 1), and the level of detection (LOD) for EGFR variants was therefore set at 0.2% rather than 0.1%.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe most common reason for ordering the ctDNA test was initial detection of targetable mutations, for 52 patients.
“the most common reason for ordering the ctDNA test was for initial detection of targetable mutations for 52 patients who either had no previous therapy (n=27), chemotherapy (n=18), or chemotherapy and immunotherapy (n=7).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDigital ctDNA sequencing was performed on 112 samples from 102 total patients, including 100 with advanced NSCLC and two with cancer of unknown primary.
“Digital ctDNA sequencing was performed for 112 samples obtained from 102 total patients, including 100 patients with advanced NSCLC plus two patients (patients 37 and 51) with cancer of unknown primary who were treated at the University of Pennsylvania Abramson Cancer Center between February 2015 and March 2016 (Table 1).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSufficient cfDNA was obtained and sequenced, but no somatic variants and thus no ctDNA were detected for 16 patients.
“Sufficient input cfDNA was obtained and sequenced but no somatic variants, and thus no ctDNA, detected for 16 patients.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWhen only variants covered by both panels were considered, 55 variants were detected by tDNA and 67 by ctDNA, with 41 detected by both.
“When only the variants covered by both panels were considered, the difference narrowed to 55 and 67 variants respectively, while 41 mutations were detected by both (Figure 3A).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataConcordance between ctDNA and tDNA was higher for metastatic tissue (79%) than primary tumor tissue (51%), but the difference was not statistically significant, p=0.063.
“While overall concordance between ctDNA and tDNA was higher when tDNA was obtained for metastatic (79%) versus primary tumor tissue (51%), this difference was not statistically significant (p=0.063; Figure 3C).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe mean number of variants detected per patient was 2.8 by ctDNA and 1.5 by tDNA.
“the mean number of variants detected per patient by ctDNA was 2.8, compared to 1.5 using tDNA.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataFor 12 patients, tissue DNA was insufficient for the full 47-gene panel, so a smaller 20-gene Penn Precision Panel was used.
“For the remaining 12 patients, the DNA extracted from submitted tissue was of insufficient quantity for the full 47-gene panel; these samples were assessed using the Penn Precision Panel for mutations in a smaller panel of 20 commonly mutated genes (Supplemental Table 2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOther reasons for ordering ctDNA testing were detection of resistance mutations to targeted therapy (36 patients), identification of actionable mutations in progressive disease (12 patients), and tracking a tDNA mutation to monitor response (2 patients).
“Other reasons for ordering the ctDNA test included: detection of resistance mutations to targeted therapy (36 patients), identification of actionable mutations in patients with progressive disease (12 patients), and tracking a mutation identified in tDNA to monitor response to therapy (2 patients).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMost patients were women (68%), had adenocarcinoma (81%), and had stage IV disease (96%).
“Most were women (68%) with adenocarcinoma (81%) and stage IV disease (96%).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAmong 8 patients with discordant EGFR T790M calls, patient #23 had tDNA and ctDNA testing 18 days apart, with EGFR L858R detected in both but T790M detected at lower frequency in tDNA and not in ctDNA.
“one patient (#23) had undergone tDNA and ctDNA testing 18 days apart, with the driver EGFR L858R mutation detected in both samples but T790M detected at a lower frequency in the tDNA but not the ctDNA.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEleven KRAS mutations were detected, including G12C, G12D, and G12H variants.
“Eleven KRAS mutations were detected, including the G12C, G12D, and G12H variants shown to be associated with primary resistance to EGFR inhibitors in lung cancer (38).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor patient #30, T790M was detected in tissue but not plasma, 7 months elapsed between tests, and the patient received afatinib during that time.
“For patient #30, for whom EGFR T790M was detected in the tissue but not the plasma, 7 months had elapsed between the two tests and the patient had received afatinib during that time.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn patients #2 and #24, no EGFR T790M mutation was detected in ctDNA at either of two timepoints, so a third-line TKI was not prescribed.
“However, no EGFR T790M mutation was detected for either timepoint or patient, so a third-line TKI was not prescribed.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn patient #82, serial ctDNA detected emergence of EGFR T790M, and changes in EGFR G719A and T790M allele fractions correlated with imaging response and progression.
“ctDNA analysis performed at that time confirmed EGFR G719A (24.1% AF), and also detected the emergence of a T790M mutation (0.5% AF).”
- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
“Afatanib was initiated and repeat ctDNA testing 2 months later showed a decrease in the AF of EGFR G719A to 0.4% and EGFR T790M to 0.4%, which correlated with imaging response.”
- Also stated in: § Real-time serial molecular monitoring of patients on therapy · boosted
“ctDNA analysis two months later showed a further increase in the AF of EGFR G719A to 23.7% and EGFR T790M to 18.1% with clear progression on PET CT, and the patient was placed on osimertinib based on the EGFR T790M mutation detected only in blood.”
Quote in the paperSubstantial claim- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
May combine two claims. The quote only partly states this claim.
Findingown dataIn patient #15, serial ctDNA identified EGFR L858R, TP53 D281N, and emergence of EGFR T790M; rising allele fractions correlated with progression, and after osimertinib all three variants became undetectable.
“ctDNA sequencing performed 7 days later identified EGFR L858R (1.4% AF), TP53 D281N (1.9% AF), and the emergence of EGFR T790M (0.2% AF).”
- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
“However, simultaneous ctDNA analysis noted a rising AF for all three variants: EGFR L858R 17.9%, EGFR T790M 5.7%, and TP53 D281N 31.4%.”
- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
“A two-month follow up CT scan exhibited an interval response to therapy, and a simultaneous ctDNA test revealed that all 3 variants were now undetectable in the patient’s plasma.”
Quote in the paperSubstantial claim- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
May combine two claims.
Findingown dataThe minimum input DNA of at least 5 ng was successfully extracted from all samples and libraries were prepared.
“The minimum input DNA (≥ 5 ng) was successfully extracted from all samples and libraries prepared.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFor 6 patients with T790M detected in plasma but not tumor, the ctDNA allelic fraction was well below the 4.0% tissue NGS LOD, and 5 had received EGFR-targeting therapy between tests.
“For the 6 patients for whom EGFR T790M was detected in the plasma but not the tumor, the ctDNA allelic fraction was well below the 4.0% level of detection for the tissue NGS panel, and 5 of the patients had received an EGFR-targeting therapy between tests, thus providing a possible explanation for the emergence of the T790M resistance mutation.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPatient #15 had T790M detected in plasma but not tDNA, received no EGFR-targeted therapy during the 7 days between tests, and imaging showed multiple metastatic sites.
“The sixth patient, #15, in whom the variant was detected in plasma but not tDNA, received no EGFR-targeted therapy during the 7 days that elapsed between ctDNA and tDNA testing. Imaging in this patient showed multiple metastatic sites.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAmong 98 patients with metastatic disease, median overall survival from metastatic diagnosis was 46 months for those with at least 3 plasma variants versus 62 months for those with fewer than 3 variants, but the difference was not statistically significant (p=0.09).
“For the 98 patients with metastatic disease, the median overall survival from time of metastatic diagnosis in patients with ≥3 variants detected in plasma was 46 months versus 62 months for those with <3 variants, although this result did not reach statistical significance (p=0.09; Figure 4A).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn patient #72, ctDNA revealed an EML4-ALK fusion and a TP53 variant; after crizotinib, repeat ctDNA showed decreased EML4-ALK allele fraction and undetectable TP53, with concurrent imaging decrease.
“Upon referral to our hospital, ctDNA testing revealed an EML4-ALK fusion (0.4% AF) and a TP53 variant (0. 8 % AF), and the patient was initiated on crizotinib monotherapy with significant improvement in symptoms.”
- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
“Two months following therapy, a repeat ctDNA test showed a decrease in the EML4-ALK AF to 0.1%, and the TP53 mutation was undetectable.”
- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
“A CT scan performed the same day demonstrated a decrease in size of the primary lung lesion as well as liver metastatic disease.”
Quote in the paperNot a substantial claim- Also stated in: § Real-time serial molecular monitoring of patients on therapy · plain
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataIn patient #6, ctDNA performed twice for initial mutation screening detected no variants, and subsequent tissue NGS confirmed the absence of detectable somatic variants.
“Initial tissue testing yielded insufficient DNA, therefore ctDNA was performed twice for initial mutation screening but no variants were detected, and the patient was put on chemotherapy. Subsequent tissue NGS confirmed the lack of detectable somatic variants.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningctDNA NGS can allow more accurate diagnosis, improved patient management, and serial sampling to monitor disease progression and clonal evolution.
“Therapeutically targetable driver and resistance mutations can be detected by ctDNA NGS, even when tissue is unavailable, thus allowing more accurate diagnosis, improved patient management, and serial sampling to monitor disease progression and clonal evolution.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationNCCN guidelines recommend repeat tissue biopsies to identify resistance mechanisms in patients whose cancers progress on first-line targeted therapeutics.
“the NCCN guidelines now recommend repeat tissue biopsies to identify resistance mechanisms in patients whose cancers progress on first-line targeted therapeutics (14).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [14] Ettinger, 2015, Non-small cell lung cancer, version 6.2015, J Natl Compr Canc Netw source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationMultiple molecular resistance mechanisms to ALK-TKIs have been identified.
“Multiple molecular resistance mechanisms to ALK-TKIs have also been identified (9).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Awad, 2014, ALK inhibitors in non-small cell lung cancer: crizotinib and beyond, Clin Adv Hematol Oncol
Not checked in the free run.
May combine two claims.
PremisecitationPrimary and acquired resistance to EGFR-TKI therapy can involve MET and ERBB2 amplification, EGFR, KRAS, BRAF, and PIK3CA deletions or point mutations, and PTEN loss or inactivation.
“Mechanisms of primary and acquired resistance to EGFR-TKI therapy have been identified including amplifications in MET and ERBB2, deletions or point mutations in EGFR, KRAS, BRAF, and PIK3CA, and loss or inactivation of PTEN (10, 11).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [10] Spaans, 2014, Drug resistance to molecular targeted therapy and its consequences for treatment decisions in non-small-cell lung cancer, Front Oncol source
Not checked in the free run.
- cites [11] Wheeler, 2010, Understanding resistance to EGFR inhibitors-impact on future treatment strategies, Nat Rev Clin Oncol source
Not checked in the free run.
May combine two claims.
PremisecitationA sensitizing EGFR mutation usually predicts a high likelihood of response to first-generation TKIs, but most patients develop resistance within 12 to 24 months.
“The presence of a sensitizing EGFR mutation usually indicates a high likelihood of response to first-generation tyrosine kinase inhibitors (TKIs), but most patients will develop resistance within 12–24 months of treatment initiation (7–9).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [7] Mok, 2009, Gefitinib or carboplatin-paclitaxel in pulmonary adenocarcinoma, N Engl J Med source
Not checked in the free run.
- cites [8] Sequist, 2013, Phase III study of afatinib or cisplatin plus pemetrexed in patients with metastatic lung adenocarcinoma with EGFR mutations, J Clin Oncol source
Not checked in the free run.
- cites [9] Awad, 2014, ALK inhibitors in non-small cell lung cancer: crizotinib and beyond, Clin Adv Hematol Oncol
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEML4-ALK fusion confers sensitivity to the ALK TKI crizotinib.
“The EML4-ALK fusion, which confers sensitivity to the ALK TKI crizotinib (1), was detected in 2 samples.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [1] Solomon, 2014, First-line crizotinib versus chemotherapy in ALK-positive lung cancer, N Engl J Med source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenLibraries were prepared and sequenced on an Illumina MiSeq instrument and always included a no-template negative control.
“Libraries were prepared and sequenced on an Illumina MiSeq instrument, and always included a no template negative control.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductnone givenThe ctDNA assay can detect 1 to 2 mutant fragments in 10 mL of blood with analytic specificity greater than 99.9999%.
“allowing the detection of 1–2 mutant fragments in 10 mL of blood with an analytic specificity greater than 99.9999%.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study was approved by the University of Pennsylvania Institutional Review Board.
“The study was approved by the University of Pennsylvania Internal Review Board (IRB).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBRAF D594G is associated with resistance to EGFR-targeted therapy.
“In addition, the BRAF D594G mutation, which has been associated with resistance to EGFR-targeted therapy (35), was detected for one patient.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Stewart, 2015, Known and putative mechanisms of resistance to EGFR targeted therapies in NSCLC patients with EGFR mutations-a review, Transl Lung Cancer Res
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoningClinically significant somatic alterations were distinguished from germline polymorphisms by referencing multiple SNP databases and COSMIC.
“Clinically significant somatic alterations were distinguished from germline polymorphisms by referencing multiple SNP databases and by their annotation in COSMIC (Catalogue of Somatic Mutations in Cancer; http://cancer.sanger.ac.uk/cosmic).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenTissue samples were processed at the CAP/CLIA-certified University of Pennsylvania Center for Personalized Diagnostics clinical laboratory.
“All tissue samples were processed at the CAP/CLIA-certified University of Pennsylvania Center for Personalized Diagnostics clinical laboratory.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationDigital PCR assays for ctDNA have high sensitivity and specificity but are typically limited to hotspot mutations in a few genes and cannot interrogate the full spectrum of acquired resistance mutations.
“Digital polymerase chain reaction assays have been developed with high sensitivity and specificity for detection of variants in ctDNA (24, 27), however, these approaches are typically limited to hotspot mutations in a few genes, and cannot interrogate the full spectrum of mutations that may emerge in the setting of acquired resistance during targeted therapy (28).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [24] Oxnard, 2014, Noninvasive detection of response and resistance in EGFR-mutant lung cancer using quantitative next-generation genotyping of cell-free plasma DNA, Clin Cancer Res source
Not checked in the free run.
- cites [27] Bettegowda, 2014, Detection of circulating tumor DNA in early- and late-stage human malignancies, Sci Transl Med source
Not checked in the free run.
- cites [28] Drilon, 2015, Broad, hybrid capture-based next-generation sequencing identifies actionable genomic alterations in lung adenocarcinomas otherwise negative for such alterations by other genomic testing approaches, Clin Cancer Res source
Not checked in the free run.
May combine two claims.
InterpretationcitationFor patient #23, because L858R was detected at 0.3% AF in ctDNA and EGFR resistance mutations are typically at lower frequency in blood than the original driver mutation, T790M may have been present but below the plasma LOD.
“Since the L858R mutation was detected at 0.3% AF in the ctDNA, and EGFR resistance mutations are typically seen at a lower frequency in the blood compared to the originally detected EGFR driver mutations (24), it is possible that the T790M resistance mutation was present but below the LOD in the plasma.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24] Oxnard, 2014, Noninvasive detection of response and resistance in EGFR-mutant lung cancer using quantitative next-generation genotyping of cell-free plasma DNA, Clin Cancer Res source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe level of detection for the tissue NGS panel is 4.0%.
“The level of detection for the tissue NGS panel is 4.0%.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductcitationA clinically validated bioinformatics pipeline was used for tumor DNA sequencing analysis, with reads mapped to hg19.
“A clinically validated bioinformatics pipeline was used for tumor DNA (tDNA) sequencing analysis (33), with reads mapped to the hg19 genome build.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] Daber, 2013, Understanding the limitations of next generation sequencing informatics, an approach to clinical pipeline validation using artificial data sets, Cancer Genet source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductown datactDNA sequencing was performed at a CLIA-certified, CAP-accredited laboratory.
“shipped overnight at ambient temperature to Guardant Health, Inc, a CLIA-certified, CAP-accredited laboratory facility.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe average coverage depth of the ctDNA panel was 10,000X.
“The average coverage depth was 10,000X.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationEGFR resistance mutations are typically seen at lower frequency in blood than the originally detected EGFR driver mutations.
“and EGFR resistance mutations are typically seen at a lower frequency in the blood compared to the originally detected EGFR driver mutations (24)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [24] Oxnard, 2014, Noninvasive detection of response and resistance in EGFR-mutant lung cancer using quantitative next-generation genotyping of cell-free plasma DNA, Clin Cancer Res source
Not checked in the free run.
May combine two claims.
PremisecitationctDNA can be readily detected in advanced NSCLC patients, and sensitive genotyping assays can detect mutations in ctDNA.
“ctDNA can be readily detected in advanced NSCLC patients, and several studies have shown that highly sensitive genotyping assays can detect mutations in ctDNA (20–26).”
Quote in the paperSubstantial claim0 of 7 sources checked- cites [20] Newman, 2014, An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage, Nat Med source
Not checked in the free run.
- cites [21] Diaz, 2012, The molecular evolution of acquired resistance to targeted EGFR blockade in colorectal cancers, Nature source
Not checked in the free run.
- cites [22] Dawson, 2013, Analysis of circulating tumor DNA to monitor metastatic breast cancer, N Engl J Med source
Not checked in the free run.
- cites [23] Couraud, 2014, Noninvasive diagnosis of actionable mutations by deep sequencing of circulating free DNA in lung cancer from never-smokers: a proof-of-concept study from BioCAST/IFCT-1002, Clin Cancer Res source
Not checked in the free run.
- cites [24] Oxnard, 2014, Noninvasive detection of response and resistance in EGFR-mutant lung cancer using quantitative next-generation genotyping of cell-free plasma DNA, Clin Cancer Res source
Not checked in the free run.
- cites [25] Punnoose, 2012, Evaluation of circulating tumor cells and circulating tumor DNA in non-small cell lung cancer: association with clinical endpoints in a phase II clinical trial of pertuzumab and erlotinib, Clin Cancer Res source
Not checked in the free run.
- cites [26] Kuang, 2009, Noninvasive detection of EGFR T790M in gefitinib or erlotinib resistant non-small cell lung cancer, Clin Cancer Res source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationKRAS G12C, G12D, and G12H variants are associated with primary resistance to EGFR inhibitors in lung cancer.
“Eleven KRAS mutations were detected, including the G12C, G12D, and G12H variants shown to be associated with primary resistance to EGFR inhibitors in lung cancer (38).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [38] Pao, 2005, KRAS mutations and primary resistance of lung adenocarcinomas to gefitinib or erlotinib, PLoS Med source
Not checked in the free run.
May combine two claims.
Interpretationown dataMonitoring response to targeted therapy by measuring changes in the targeted mutation or identifying resistance mutations cannot be consistently achieved through repeat biopsy.
“However, monitoring response to targeted therapy by assaying changes in the frequency of the targeted mutation, or identifying resistance mutations cannot be consistently achieved through repeat biopsy.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationThe growing number of targeted therapies for lung cancer has created a need for companion diagnostics that detect therapeutically targetable genetic lesions in real time.
“The ever-expanding number of targeted therapies available for lung cancer patient treatment has been accompanied by a need for companion diagnostics for real-time detection of therapeutically targetable genetic lesions (44, 45).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [44] Neal, 2015, Developing biomarker-specific end points in lung cancer clinical trials, Nat Rev Clin Oncol source
Not checked in the free run.
- cites [45] Carpenter, 2012, Targeting ALK in neuroblastoma—preclinical and clinical advancements, Nat Rev Clin Oncol source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningIf T790M was present only in some metastases but not the biopsied site, tumor heterogeneity might explain the discordant result for patient #15.
“If the T790M mutation had been present only in some metastases, but not the site that was biopsied, this tumor heterogeneity might provide an explanation for the discordant result.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenctDNA testing alone will be insufficient to detect histological sources of therapy resistance, such as a small cell phenotype.
“While ctDNA testing alone will be insufficient to detect histological sources of therapy resistance, such as a small cell phenotype, a liquid biopsy may complement histological analysis by providing additional tumor molecular characterization.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenddPCR is typically used to detect hotspots in 3 to 5 genes.
“While the results we have reported are based on a panel of up to 70 clinically relevant genes, including 30 with full exon coverage, ddPCR is typically used to detect hotspots in 3 to 5 genes.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationMolecular heterogeneity has been associated with poor patient outcome.
“Because molecular heterogeneity has also been associated with poor patient outcome (42, 43), we next sought to assess the prognostic significance of ctDNA molecular heterogeneity.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [42] Mroz, 2013, High intratumor genetic heterogeneity is related to worse outcome in patients with head and neck squamous cell carcinoma, Cancer source
Not checked in the free run.
- cites [43] Mahrooghy, 2015, Pharmacokinetic tumor heterogeneity as a prognostic biomarker for classifying breast cancer recurrence risk, IEEE Trans Biomed Eng source
Not checked in the free run.
May combine two claims.
Premisenone givenThe reported results are based on a panel of up to 70 clinically relevant genes, including 30 with full exon coverage.
“While the results we have reported are based on a panel of up to 70 clinically relevant genes, including 30 with full exon coverage, ddPCR is typically used to detect hotspots in 3 to 5 genes.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningPlasma-based ctDNA testing is non-invasive and offers the advantage of testing without the risks of invasive biopsies.
“Plasma-based ctDNA testing is a non-invasive means of patient monitoring and thus offers the advantage of testing without the risks associated with invasive biopsies.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataIn NSCLC patients, liquid biopsies can identify resistance mutations that allow treatment with second- and third-line TKIs, or cytotoxic chemotherapy when no targetable mutation is identified.
“When applied to the blood of NSCLC patients, liquid biopsies can identify resistance mutations that allow for the treatment of patients with second- and third-line TKIs, or cytotoxic chemotherapy when no targetable mutation is identified.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataPossible explanations for detecting no mutations in cfDNA include the tumor not actively shedding ctDNA, disease being adequately controlled by therapy, or variants not being covered by the 70-gene panel or being below the assay's 0.01% detection level.
“No mutations were detected in the cfDNA for 16 of 102 patients, suggesting the tumor was not actively shedding ctDNA, the patient’s disease was adequately controlled by therapy, or plasma-based somatic variants were either not covered by the 70-gene panel or below the 0.01% level of detection for the assay.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningAs resistance mechanisms and approved therapies increase, NGS may become more clinically useful than ddPCR for identifying actionable targets.
“As the number of molecular mechanisms of resistance and associated approved therapies increases, however, NGS may emerge as the more clinically useful assay for identification of actionable targets.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe study demonstrates the feasibility and utility of plasma testing for a large subset of patients in whom matched tissue sequencing was not feasible.
“and demonstrate the feasibility and utility of plasma testing for a large subset of patients in whom matched tissue sequencing was not feasible.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe EGFR T790M mutation would be detected by many current ddPCR platforms.
“The EGFR T790M mutation accounts for more than 50% of cases of acquired resistance to EGFR-TKI therapy and would certainly be detected by many current ddPCR platforms (35).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Stewart, 2015, Known and putative mechanisms of resistance to EGFR targeted therapies in NSCLC patients with EGFR mutations-a review, Transl Lung Cancer Res
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe EGFR T790M mutation accounts for more than 50% of cases of acquired resistance to EGFR-TKI therapy.
“The EGFR T790M mutation accounts for more than 50% of cases of acquired resistance to EGFR-TKI therapy and would certainly be detected by many current ddPCR platforms (35).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Stewart, 2015, Known and putative mechanisms of resistance to EGFR targeted therapies in NSCLC patients with EGFR mutations-a review, Transl Lung Cancer Res
Not checked in the free run.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Cell-free DNA analysis may miss actionable mutations due to small tumor volume or intratumor heterogeneity causing low frequencies.
“Furthermore, cell-free DNA analysis might miss actionable mutations, which could be a result of small tumor volume or intratumor heterogeneity resulting in very low frequencies.27,28,31”
From Concurrent Genetic Alterations Predict the Progression to Target Therapy in EGFR-Mutated Advanced NSCLC (2019) · cites this paper as [31]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Two patients classified as having advanced NSCLC had an unknown primary
MinorThe abstract describes all 102 enrolled patients as having advanced NSCLC, whereas the results identify two of the 102 as having cancer of unknown primary.
“112 plasma samples obtained from a consecutive study of 102 prospectively enrolled patients with advanced NSCLC”
“102 total patients, including 100 patients with advanced NSCLC plus two patients (patients 37 and 51) with cancer of unknown primary”
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- Authors
- Thompson, J. C., Yee, S. S., Troxel, A. B., Savitch, S. L., Fan, R., Balli, D., Lieberman, D. B., Morrissette, J. D., Evans, T. L., Bauml, J., Aggarwal, C., Kosteva, J. A., Alley, E., Ciunci, C., Cohen, R. B., Bagley, S., Stonehouse-Lee, S., Sherry, V. E., Gilbert, E., Langer, C., Vachani, A., & Carpenter, E. L.
- Affiliations
- University of Pennsylvania (US)
- Hospital of the University of Pennsylvania (US)
- Corresponding author
- Carpenter, Erica L.
- ORCID
- Venue
- Clinical Cancer Research
- Published
- 2016-11-30
- Volume
- 22
- Issue
- 23
- Pages
- 5772-5782
- ISSN
- 1078-0432 (ISSN-L)
- 1557-3265
- PMC
- PMC5448134
- OpenAlex
- W2508716485
- Cited by
- 325
- References
- 53
- Citations by year
- 2026: 7 · 2025: 24 · 2024: 12 · 2023: 22 · 2022: 29 · 2021: 52 · 2020: 38 · 2019: 44 · 2018: 50 · 2017: 41 · 2016: 4 · 2012: 1
- FWCI
- 19.33
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Clinical Cancer Research (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Abramson Cancer Center
- National Heart, Lung, and Blood Institute (T32HL007586)
- National Cancer Institute (T32CA009679, P30CA016520)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Diagnosis and Treatment
- Keywords
- circulating tumor DNA, liquid biopsy, non-small cell lung cancer, driver mutations, resistance mutations, EGFR mutation, targeted therapy, clonal evolution, serial sampling, ultra-deep sequencing
- MeSH terms
- Circulating Tumor DNA, Adult, Aged, Aged, 80 and over, Carcinoma, Non-Small-Cell Lung, DNA, Neoplasm, Female, Genotype, Humans, Lung Neoplasms, Male, Middle Aged, Mutation, Prospective Studies, Biomarkers, Tumor, Drug Resistance, Neoplasm, High-Throughput Nucleotide Sequencing
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