Clinical utility of comprehensive genomic profiling using plasma-based testing
Traditionally, tumor genotyping has been conducted by direct interrogation of tumor tissue obtained through invasive tissue sampling procedures. This diagnostic approach, however, is limited by the availability of sufficient tumor tissue and the ability of patients to undergo invasive procedures. In a recent study of over 100 community-based oncologists, nearly one-third of NSCLC patients were not tested for EGFR or ALK, over 75% were not tested for ROS1 fusions, and fewer than 10% were tested for all guideline-recommended alterations.15 These results were similar to a study in a single academic center where only 58% of non-squamous NSCLC were tested for EGFR and 40% for ALK fusions, despite 13% of patients undergoing repeat invasive biopsies to obtain sufficient tissue for genomic testing.18 Tissue availability was similarly limited in several recent series, some of which reported that more than 50% of NSCLC patients had insufficient or unobtainable material for tissue-based CGP.19-21
Even when successful, tissue acquisition procedures pose a significant morbidity and mortality risk to Medicare patients. In a recent report, 19% of all lung tissue acquisition procedures resulted in a serious adverse event,22 while the National Lung Cancer Screening Trial reported 1-2% mortality rates in their cohorts.23 The FDA has also specifically approved a medication for patients who have cancer (cancer type unspecified on the label) for which there is a high risk associated with surgical resection.24 Given the high rates of inadequate genotyping described above, plasma-based CGP can provide an opportunity for non- and under-genotyped patients to benefit from therapy matched to a genetic biomarker. Early studies suggested that plasma-based CGP can identify potential genomic targets in both the first and second lines, with response rates similar to those of patients identified using tissue-based CGP and tissue-based CoDX.20,21,25-27
It has been shown that the region of DNA sequenced is important, since alterations may occur outside the sequenced region or involve complex alterations (e.g. indels, copy number alterations, or rearrangements) that are not detectable by certain tests.28 Newer techniques such as next-generation sequencing (NGS), offer the possibility of not only increased analytical sensitivity but also the ability to detect a broader range of genomic alterations.29
While the evidence appears most developed for clinically actionable targets in NSCLC, targeted therapy for cancer has been recommended for a number of other cancers as well. Genetic biomarkers associated with specific guideline recommended targeted therapies for a number of conditions is summarized below in Table 1. These guidelines are updated frequently, so new genes not listed in the table may also become part of guideline-consensus recommendations.
Table 1
Non-small cell lung cancer6
|
EGFR BRAF MET HER2 / ERBB2 ALK ROS1 RET MET KRAS
|
Colorectal3,10
|
KRAS NRAS BRAF
|
Breast2
|
HER2 / ERBB2 BRCA1 BRCA2
|
Endometrial13
|
HER2 / ERBB2
|
Gastric and Gastroesophageal4
|
HER2 / ERBB2
|
Gastrointestinal Stromal Tumor11
|
KIT PDGFRA BRAF
|
Melanoma5
|
BRAF KIT
|
Ovarian7
|
BRCA1 BRCA2
|
Pancreatic8
|
BRCA1 BRCA2
|
Prostate9
|
BRCA1 BRCA2
|
Thyroid12
|
BRAF RET
|
Chordoma1
|
EGFR
|
Additionally, there are now medications, which are FDA approved for cancers based on the presence of genetic mutations, regardless of the tissue of origin.
Microsatellite instability
Microsatellite instability structures are composed of repeated nucleotide sequences that emerge due to defects in mismatch repair during DNA replication.30 The importance of them in cancer, is that Microsatellite Instability High (MSI-H) tumors have been found to respond to immunotherapy,31 and one immunotherapy drug, pembrolizumab, now has an FDA indication for the treatment of patients with unresectable or metastatic, MSI-H solid tumors.32
NTRK
The tropomyosin receptor kinase (TRK) receptor family is family of transmembrane proteins, some of which are encoded by the NTRK1, NTRK, and NTRK3 genes. Of these, Guardant360 tests for NTRK1 mutations including fusions. Fusions in the NTRK genes lead to chimeric TRK proteins, which have oncogenic potential, and have been viewed as a potential therapeutic target for cancer.33
Larotrectinib, a TRK inhibitor, has received FDA approval for NTRK positive (without a known resistance mutation) tumors in patients with metastatic disease or where surgical resection is likely to result in severe morbidity, and who have no satisfactory alternative treatments or that have progressed following treatment.24
Guardant360®
Guardant360® is a comprehensive genomic profiling test that identifies mutations in 73 genetic mutations. It has demonstrated targeted therapy response rates similar to tissue-detected genomic targets in numerous published NSCLC studies. 20,21,25-28 In addition to sequencing accuracy, research has been done evaluating the ability of the test to identify actionable mutations across cancers originating in a number of organ systems.
In a study by Rozenblum et al., tissue biopsies from 101 advanced NSCLC patients were tested locally for EGFR mutations and ALK fusions.34 Tissue-based CGP identified 15 EGFR and ALK alterations missed locally, but could only be performed in 82 of the 101 (81%) patients because of tissue exhaustion. Guardant360 was used in the 19 remaining patients and two (11%) additional sensitizing EGFR mutations were found that had been missed with local tissue genotyping. In addition, alterations including MET amplification, ERBB2 (HER2) mutation, and two RET fusions were also identified (missed with local non-CGP genotyping), for a total of 6 driver alterations in 19 patients (32%). Thus, Guardant360 changed treatment in 32% of patients with insufficient samples for tissue-based CGP, with five receiving matched therapy. These five patients achieved a 60% objective response rate and 100% disease control rate.
A more recent study examined the clinical implications of using plasma-based testing in addition to tissue-based testing in 229 patients with NSCLC.35 Of the 229 patients in whom both tissue and plasma testing were ordered, the addition of plasma increased the percentage of patients eligible for targeted therapies from 21% (47/229) to 36% (82/229). For the 128 patients with successful tissue testing results, 55 were found to have a therapeutically targetable mutation. Of these 55, only 31 had this mutation found in tissue and plasma, though not necessarily the same actionable mutation(s) in each testing method. For 16 patients, the mutation was found in tissue only, and for 8, it was found in plasma only. To further assess whether the selection of targeted therapy based on the detection of low allele frequency mutations that Guardant360® is able to identify has a clinical benefit, the authors assessed the depth of response to targeted mutations identified in plasma-based testing. A total of 42 patients received a targeted therapy consistent with the plasma-based testing, 12 of whom had that mutation also detectable in tissue-based testing as well. Of this 42, there were 36 (85.7%) who achieved a response of stable disease, partial response, or complete response.
The ability of Guardant360® to identify actionable mutations in multiple types of cancer, including NSCLC, gastric cancer, and melanoma, was examined in 194 patients with metastatic cancer but no availability of tissue for NGS-based genotyping.25 Actionable mutations were found in the majority of patients, but the study also evaluated treatment response when the patients were given therapy matching a genetic mutation in the test. In the group with NSCLC, 15 received matched therapy, and 13 of them responded to the therapy. Among those with gastric cancer, a total of nine received matched therapy, and 6 responded to treatment, with one of those six have a complete response (a patient with an ERBB2 amplification). Only 2 patients with melanoma received matched therapy, and one responded to this treatment.
Guardant360® has been validated recently across genetic mutation types (single nucleotide variants, indels, fusions, and copy number amplifications) and a range of specific actionable mutations in a study using orthogonal tissue and plasma-based methods.36,37 Analytical performance of Guardant360® is summarized in the table below.
Mutation Type
|
LOD95
|
Sensitivity
|
Positive Predictive Value
|
SNVs
|
>0.25% 0.05 - 0.25%
|
100% 63.8%
|
99.2% 96.3%
|
Indels
|
>0.20% 0.05 -0.20%
|
100% 67.8%
|
98.2% 98.2%
|
Fusions
|
>0.20% 0.05-0.20%
|
95% 83%
|
100% 100%
|
CNAs
|
2.24-2.76 copies
|
95%
|
100%
|
Additionally, the study assessed the detection rate of tumor DNA using Guardant360® from 10,585 patients with more than 20 different cancers. Detection rate was >60% for nearly all cancers and around 80-90% for NSCLC, breast cancer, colorectal cancer, prostate cancer, gastroesophageal cancer, and gynecologic cancer. For primary CNS malignancies the detection rate was less 50%.
While MolDX initially covered the Guardant360® assay for the selection of targeted therapy in NSCLC, the assay tests for the presence of mutations in over 70 genes and Microsatellite Instability (MSI). More recent research looking beyond NSCLC has shown that the analytical and clinical performance of the Guardant360 assay varies little between mutation type and tissue origin, with the exception of malignancies arising in the central nervous system.36,37
Guardant360 Test Description and Intended Use
Guardant360® analyzes tumor-derived cell-free DNA (also known as ctDNA) to detect somatic alterations, though it also reports germline alterations.
Guardant360® detects the following classes of alterations:
- Base pair substitutions (also known as SNVs)
- Small (≤20 bp) and large (>20 bp) indels
- Copy number amplifications (CNAs)
- Fusions
- Microsatellite Instability
The analytical performance characteristics of Guardant360 are similar across mutation types, specific actionable mutations, and tissue types, except primary CNS cancers.