Decisions to continue or suspend therapy with immune checkpoint inhibitors are commonly guided by tumor dynamics seen on serial imaging. However, immunotherapy responses are uniquely challenging to ...interpret because tumors often shrink slowly or can appear transiently enlarged due to inflammation. We hypothesized that monitoring tumor cell death in real time by quantifying changes in circulating tumor DNA (ctDNA) levels could enable early assessment of immunotherapy efficacy.
We compared longitudinal changes in ctDNA levels with changes in radiographic tumor size and with survival outcomes in 28 patients with metastatic non-small cell lung cancer (NSCLC) receiving immune checkpoint inhibitor therapy. CtDNA was quantified by determining the allele fraction of cancer-associated somatic mutations in plasma using a multigene next-generation sequencing assay. We defined a ctDNA response as a >50% decrease in mutant allele fraction from baseline, with a second confirmatory measurement.
Strong agreement was observed between ctDNA response and radiographic response (Cohen's kappa, 0.753). Median time to initial response among patients who achieved responses in both categories was 24.5 days by ctDNA versus 72.5 days by imaging. Time on treatment was significantly longer for ctDNA responders versus nonresponders (median, 205.5 vs. 69 days;
< 0.001). A ctDNA response was associated with superior progression-free survival hazard ratio (HR), 0.29; 95% CI, 0.09-0.89;
= 0.03, and superior overall survival (HR, 0.17; 95% CI, 0.05-0.62;
= 0.007).
A drop in ctDNA level is an early marker of therapeutic efficacy and predicts prolonged survival in patients treated with immune checkpoint inhibitors for NSCLC.
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Asparagine (N)-linked glycosylation is a posttranslational modification essential for the function of complex transmembrane proteins. However, targeting glycosylation for cancer therapy has not been ...feasible due to generalized effects on all glycoproteins. Here, we perform sensitivity screening of 94 lung cancer cell lines using NGI-1, a small-molecule inhibitor of the oligosaccharyltransferase (OST) that partially disrupts N-linked glycosylation, and demonstrate a selective loss of tumor cell viability. This screen revealed NGI-1 sensitivity in just 11 of 94 (12%) cell lines, with a significant correlation between OST and EGFR inhibitors. In
-mutant non-small cell lung cancer with EGFR tyrosine kinase inhibitor (TKI) resistance (PC9-GR, HCC827-GR, and H1975-OR), OST inhibition maintained its ability to induce cell-cycle arrest and a proliferative block. Addition of NGI-1 to EGFR TKI treatment was synthetic lethal in cells resistant to gefitinib, erlotinib, or osimertinib. OST inhibition invariably disrupted EGFR N-linked glycosylation and reduced activation of receptors either with or without the T790M TKI resistance mutation. OST inhibition also dissociated EGFR signaling from other coexpressed receptors like MET via altered receptor compartmentalization. Translation of this approach to preclinical models was accomplished through synthesis and delivery of NGI-1 nanoparticles, confirmation of
activity through molecular imaging, and demonstration of significant tumor growth delay in TKI-resistant HCC827 and H1975 xenografts. This therapeutic strategy breaks from kinase-targeted approaches and validates N-linked glycosylation as an effective target in tumors driven by glycoprotein signaling.
-mutant NSCLC is incurable despite the marked sensitivity of these tumors to EGFR TKIs. These findings identify N-linked glycosylation, a posttranslational modification common to EGFR and other oncogenic signaling proteins, as an effective therapeutic target that enhances tumor responses for
-mutant NSCLC.
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Detection of cell-free tumor DNA in the blood has offered promise as a cancer biomarker, but practical clinical implementations have been impeded by the lack of a sensitive and accurate method for ...quantitation that is also simple, inexpensive, and readily scalable. Here we present an approach that uses next-generation sequencing to quantify the small fraction of DNA molecules that contain tumor-specific mutations within a background of normal DNA in plasma. Using layers of sequence redundancy designed to distinguish true mutations from sequencer misreads and PCR misincorporations, we achieved a detection sensitivity of approximately 1 variant in 5,000 molecules. In addition, the attachment of modular barcode tags to the DNA fragments to be sequenced facilitated the simultaneous analysis of more than 100 patient samples. As proof-of-principle, we showed the successful use of this method to follow treatment-associated changes in circulating tumor DNA levels in patients with non-small cell lung cancer. Our findings suggest that the deep sequencing approach described here may be applied to the development of a practical diagnostic test that measures tumor-derived DNA levels in blood.
The secretory proteins of Mycobacterium tuberculosis (M. tuberculosis) have been known to be involved in the virulence, pathogenesis as well as proliferation of the pathogen. Among this set, many ...proteins have been hypothesized to play a critical role at the genesis of the onset of infection, the primary site of which is invariably the human lung.
During our efforts to isolate potential binding partners of key secretory proteins of M. tuberculosis from a human lung protein library, we isolated peptides that strongly bound the virulence determinant protein Esat6. All peptides were less than fifty amino acids in length and the binding was confirmed by in vivo as well as in vitro studies. Curiously, we found all three binders to be unusually rich in phenylalanine, with one of the three peptides a short fragment of the human cytochrome c oxidase-3 (Cox-3). The most accessible of the three binders, named Hcl1, was shown also to bind to the Mycobacterium smegmatis (M. smegmatis) Esat6 homologue. Expression of hcl1 in M. tuberculosis H37Rv led to considerable reduction in growth. Microarray analysis showed that Hcl1 affects a host of key cellular pathways in M. tuberculosis. In a macrophage infection model, the sets expressing hcl1 were shown to clear off M. tuberculosis in much greater numbers than those infected macrophages wherein the M. tuberculosis was not expressing the peptide. Transmission electron microscopy studies of hcl1 expressing M. tuberculosis showed prominent expulsion of cellular material into the matrix, hinting at cell wall damage.
While the debilitating effects of Hcl1 on M. tuberculosis are unrelated and not because of the peptide's binding to Esat6-as the latter is not an essential protein of M. tuberculosis-nonetheless, further studies with this peptide, as well as a closer inspection of the microarray data may shed important light on the suitability of such small phenylalanine-rich peptides as potential drug-like molecules against this pathogen.
We describe a method called modular, early-tagged amplification (META) RNA profiling that can quantify a broad panel of microRNAs or mRNAs simultaneously across many samples and requires far less ...sequence depth than existing digital profiling technologies. The method assigns quantitative tags during reverse transcription to permit up-front sample pooling before competitive amplification and deep sequencing. This simple, scalable and inexpensive approach improves the practicality of large-scale gene expression studies.
Abstract only
3035
Background: Circulating tumor DNA (ctDNA) has emerged as a potential biomarker to monitor treatment response in solid tumors. Our group previously showed that changes in ctDNA ...levels were predictive of radiographic response and survival in NSCLC patients receiving immunotherapy. Here we evaluated whether ctDNA dynamics could similarly be used to assess response in a PARP inhibitor-based therapy. Methods: A total of 122 patients with NSCLC, TNBC, PDAC or SCLC received cediranib (C) 30mg daily and Olaparib (O) 200mg twice daily in a phase II study NCI9881. Using a multigene NGS assay, ctDNA was measured longitudinally at baseline (T
0
), after 3 to 7 days of C monotherapy (T
1
), after 1 week of C+O combination (T
2
), after 4 weeks of C+O (T
3
), and every 4 weeks (T
4+
) thereafter. The first radiographic assessment was done after 8 weeks of C+O and every 8-12 weeks thereafter. CtDNA was quantified by determining the allele fraction of cancer-associated somatic mutations in plasma. We defined an early ctDNA response (e-ctDNA-R) as a >10% decrease in mutant allele fraction from T
0
to T
2
, and an early ctDNA progression (e-ctDNA-P) as a > 10% increase; otherwise, it was stable ctDNA (e-ctDNA-S). Results: In total, 493 samples were analyzed from 94 patients, and 40 unique patients had both T
0
and T
2
ctDNA measurements, as well as corresponding radiographic assessments. These included 10 NSCLC, 17 TNBC, 3 SCLC and 10 PDAC. Of these patients, 4, 21, and 15 patients had PR, SD, and PD as best overall radiographic response respectively. Twenty-three (57.5%) patients had either e-ctDNA-R (17, 42.5%) or e-ctDNA-S (6, 15.0%), 18 (78.3%) of whom subsequently had either radiographic partial response (PR) or stable disease (SD). Seventeen (42.5%) patients had e-ctDNA-P, 10 (58.8%) of whom then had PD. A fair agreement was observed between e-ctDNA-R/S or e-ctDNA-P and radiographic PR/SD or PD with Cohen’s k 0.38 (70% agreement). The correlation between early ctDNA changes and PFS/OS are summarized in the table. All 25 patients with PR/SD eventually progressed. Of these, 17 (68%) had >10% increase in ctDNA from the nadir prior to disease progression (median 94.6%, 95%CI 38.2%-389.1%). The time between ctDNA progression and ctDNA nadir was significantly shorter (median 21 days, 95%CI 21-28) than the time between radiographic/clinical progression and initial PR/SD (median 107 days, 95%CI 56-204, P=0.0015). Conclusions: Longitudinal ctDNA measurements could enable early assessment of treatment response, resistance, and disease progression in patients treated with PARP inhibitor-based therapy. However, in this study, tumor responses and ctDNA changes were generally not as robust as have been observed with other classes of therapy.Table: see text
•META RNA profiling is a targeted RNA sequencing method optimized for high throughput.•Both coding and non-coding RNAs can be quantified, including short microRNAs.•Early sample pooling is possible ...by adding sample-specific tags during RT.•Early sample pooling simplifies workflow and reduces experimental variability.•Low read depth is required since end-point PCR produces even read counts among RNAs.
META RNA profiling is a simple and inexpensive method to measure the expression of multiple targeted RNAs across many samples. By assigning sample-specific tags up-front during reverse-transcription, cDNAs from multiple samples can be pooled prior to amplification and deep sequencing. Such early parallelization of samples simplifies the workflow, minimizes cross-sample experimental variability, and reduces reagent and sequencing costs. Herein we describe the theoretical framework of the method and provide a detailed protocol to facilitate its implementation.
Abstract only
e20652
Background: Detection of EGFR mutations in ctDNA can help determine appropriateness of TKI therapy for patients with NSCLC. We investigated whether longitudinal monitoring of ...ctDNA levels can be used to assess response to therapy and disease progression, with a focus on EGFR mutation-positive patients treated with immunotherapy. Methods: Serially collected blood from patients with EGFR mutation-positive NSCLC treated with TKIs and/or immunotherapy was analyzed using an ultrasensitive 24-gene next-generation sequencing assay. Clinical characteristics and outcomes were analyzed retrospectively by chart review. Results: We studied quantitative changes in ctDNA levels during treatment by analyzing somatic mutations in 91 plasma samples from 8 patients with EGFR-mutant NSCLC, including samples collected around the time of disease progression for a subset of patients. Two patients treated with PD-1 inhibitor monotherapy experienced a rise in ctDNA harboring EGFR-sensitizing mutations prior to radiographic progression. A third patient was started on anti-PD-1 monotherapy following disease progression on erlotinib. Plasma levels of L858R, T790M, and TP53 mutations were detectable on treatment initiation and decreased with radiographic response. The levels of these mutations rose at progression,fell with response to EGFR-directed therapy, and increased again before disease progression. Another patient was found to have mutations in EGFR, T790M, and TP53 that fell upon treatment with combination TKI therapy. The remaining four patients studied were treated with concurrent TKI and immunotherapy. In all of these cases, sensitizing EGFR mutations were present in plasma at low levels during response to treatment. Two of the four patients had a rise in ctDNA level at the time of radiographic progression; the other two patients had durable responses with persistently low ctDNA levels. Analysis of additional cases is ongoing. Conclusions: Monitoring quantitative changes in ctDNA may enable assessment of response or disease progression in immunotherapy- and TKI-treated EGFR-mutant NSCLC patients.
Cell-free circulating tumor DNA (ctDNA) has shown its potential as a quantitative biomarker for longitudinal monitoring of response to anticancer therapies. However, ctDNA dynamics have not been ...studied in patients with heavily pretreated, advanced solid tumors, for whom therapeutic responses can be weak. We investigated whether changes in ctDNA could predict clinical outcomes in such a cohort treated with combined poly(ADP-ribose) polymerase/vascular endothelial growth factor receptor inhibitor therapy.
Patients with metastatic pancreatic ductal adenocarcinoma (PDAC), triple-negative breast cancer (TNBC), small-cell lung cancer (SCLC), or non-small-cell lung cancer (NSCLC) received up to 7 days of cediranib 30 mg orally once daily monotherapy lead-in followed by addition of olaparib 200 mg orally twice daily. Patients had progressed on a median of three previous lines of therapy. Plasma samples were collected before and after cediranib monotherapy lead-in and on combination therapy at 7 days, 28 days, and every 28 days thereafter. ctDNA was quantified from plasma samples using a multigene mutation-based assay. Radiographic assessment was performed every 8 weeks.
ctDNA measurements were evaluable in 63 patients. The median baseline ctDNA variant allele fractions (VAFs) were 20%, 28%, 27%, and 34% for PDAC, TNBC, SCLC, and NSCLC, respectively. No association was observed between baseline VAF and radiographic response, progression-free survival, or overall survival (OS). Similarly, no association was found between ctDNA decline and radiographic response or survival. However, an increase in ctDNA at 56 days of combination therapy was associated with disease progression and inferior OS in a landmark analysis.
ctDNA levels or dynamics did not correlate with radiographic response or survival outcomes in patients with advanced metastatic malignancies treated with olaparib and cediranib.
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