| Literature DB >> 31903155 |
Louisa von Baumgarten1, Jörg Kumbrink2,3, Andreas Jung2,3, Anna Reischer3,4, Madeleine Flach4,5,6, Sibylle Liebmann2, Klaus H Metzeler3,4,5, Julian W Holch3,4,5, Maximilian Niyazi3,5, Niklas Thon3,6, Andreas Straube1, Michael von Bergwelt-Baildon3,4,5, Volker Heinemann3,4,5, Thomas Kirchner2,3, Christoph Benedikt Westphalen3,4,5.
Abstract
Background: In the era of precision medicine, cancer treatment is increasingly tailored according to tumor-specific genomic alterations. The analysis of tumor-derived circulating nucleic acids in cerebrospinal fluid (CSF) by next generation sequencing (NGS) may facilitate precision medicine in the field of CNS cancer. We therefore evaluated whether NGS from CSF of neuro-oncologic patients reliably detects tumor-specific genomic alterations and whether this may help to guide the management of patients with CNS cancer in clinical practice. Patient and methods: CSF samples from 27 patients with various primary and secondary CNS malignancies were collected and evaluated by NGS using a targeted, amplicon-based NGS-panel (Oncomine Focus Assay). All cases were discussed within the framework of a molecular tumor board at the Comprehensive Cancer Center Munich.Entities:
Keywords: CNS Cancer; CSF; Next Generation Sequencing (NGS); cfDNA; liquid biopsy.
Mesh:
Substances:
Year: 2020 PMID: 31903155 PMCID: PMC6929982 DOI: 10.7150/thno.36884
Source DB: PubMed Journal: Theranostics ISSN: 1838-7640 Impact factor: 11.556
Patient characteristics.
| Median age (range) | 58 (22-82) |
|---|---|
| 59 (16/27) | |
| 85 (23/27) | |
| Breast | 37 (10/27) |
| Lung | 30 (8/27) |
| others | 19 (5/27) |
| 15 (4/27) | |
| GBM | 7 (2/27) |
| PCNSL | 7 (2/27) |
| Positive | 52 (14/27) |
| Negative | 48 (13/27) |
| Positive for LM | 59(16/27) |
| Negative for LM | 41(11/27) |
| Not performed | 4 (1/27) |
| MRI spine %, (N) | |
| Positive for LM | 44 (12/27) |
| Negative for LM | 41 (5/27) |
| Not performed | 37 (10/27) |
| Positive for LM | 70 (19/27) |
| Negative for LM | 30 (8/27) |
| Positive | 81 (22/27) |
| Negative | 19 (5/27) |
RNA Sequencing metrics.
| RNA Sequencing | Total/avg | Threshold | Minimum observed* | Maximum observed* |
|---|---|---|---|---|
| RNA isolated (ng/µl) | 4.21 (median: 1) | na | 0.3 | 40.6 |
| Samples tested (n) | 24 | na | na | na |
| Successfully analyzed (%) | 83.33 | na | na | na |
| Mapped fusion reads (n) | 282742.50 | 10000 | 42322 | 832118 |
| Fusion reads (n) | 4 | na | 0 | 1 |
na, not applicable. * per patient sample
DNA Sequencing metrics.
| DNA Sequencing | Total/avg | Threshold | Minimum observed* | Maximum observed* |
|---|---|---|---|---|
| DNA isolated (ng/µl) | 8.44 (median: 1) | na | 0.1 | 110 |
| Samples tested (n) | 27 | na | na | na |
| Successfully analyzed (%) | 85.2 | na | na | na |
| Average base coverage depth | 14679.30 | 4000 | 4167 | 20717 |
| Target base coverage at 100x (%) | 98.78 | 90 | 92.87 | 100 |
| Uniformity of coverage (%) | 89.74 | 70 | 74.67 | 99.99 |
| Mutation reads (n) | 112 | na | 0 | 40 |
| Mutation allele frequency (%) | na | 3 | 3 | 66.55 |
| Amplification detection (n) | 3 | na | 0 | 2 |
na, not applicable.* per patient sample
NGS results and clinical significance.
| # | Tumor | LM | PM | Gene | Alteration | Exon | AF (%) | Recommendation |
|---|---|---|---|---|---|---|---|---|
| 1 | NSCLC | + | - | EGFR | c.2573T>G,p.Leu858Arg | 21 | 8.7 | Erlotinib |
| 2 | NSCLC | + | + | JAK3 | c.1477A>T, p.Ser493Cys | 11 | 8.0 | pStat3 testing (if positive Tocatinib) |
| 3 | CCC | + | + | BRAF | c.1799T>A p.Val600Glu | 15 | 15.8 | Combinded BRAF- and MEK- nhibition |
| ERBB2 | c.2033G>A p.Arg678Gln | 17 | 5.5 | |||||
| 4 | NSCLC | + | + | EGFR | c.2155G>T, p.Gly719Cys | 18 | 64.1 | Afatinib |
| EGFR | c.2303G>T, p.Ser768Ile | 20 | 66.6 | |||||
| 5 | Breast | + | + | ERG4 | TMPRSS2(1) - ERG4(4) fusion, | TMB testing, if TMB high checkpoint inhibition | ||
| 6 | Ewing Sarcoma | + | + | FUS | FUS(16) - DHX57(2) fusion, | not actionable | ||
| 7 | Breast | + | + | NTRK1 | TPM3(7) - NTRK1(10) fusion, | Screening for clinical trial (Entrectinib, XDX-101) | ||
| 8 | Breast | + | - | no mutation | not actionable | |||
| 9 | Breast | + | + | AR | c.2630T>C, p.Phe877Ser | 8 | 7.6 | TMB testing, if TMB high checkpoint inhibition |
| CTNNB1 | c97T>C; pSer33Pro | 3 | 6.9 | |||||
| 10 | CRC | + | + | not successful | ||||
| 11 | Breast | + | + | no mutation | not actionable | |||
| 12 | GBM | + | + | no mutation | not actionable | |||
| 13 | NSCLC | - | + | not successful | ||||
| 14 | GBM | - | + | no mutation | not actionable | |||
| 15 | NSCLC | - | + | ROS1 | EZR(10) - ROS1(34) fusion, chr6:159191795 - chr6:117645578 | Crizotinib or Ceritinib | ||
| MTOR | c.6604T>C, p.Phe2202Leu | 47 | 7.7 | |||||
| 16 | PCNSL | - | + | *Probably TMB high | TMB testing, if TMB high checkpoint inhibition | |||
| 17 | Breast | - | - | PIK3CA | c.326A>G, p.Glu109Gly | 2 | 5.8 | Everolimus, |
| 18 | Breast | + | - | not successful | ||||
| 19 | Breast | + | + | MYC | MYC amplification chr8:128748884, CNV 5.47 | not actionable | ||
| 20 | Gastric | + | - | no mutation | not actionable | |||
| 21 | PCNSL | + | + | ALK | c.3574C>T, p.Arg1192Trp | 23 | 6.9 | TMB-testing, if TMB high checkpoint inhibition. |
| ERBB3 | c.706T>C, p.Ser236Pro, c.2053C>T, | 6 | 6.9 | |||||
| FGFR4 | p.Leu685Phe c.1700A>G, | 16 | 7.5 | |||||
| JAK3 | p.Glu567Gly, | 12 | 6.6 | |||||
| MED12 | c.3674A>G, p.Lys1225Arg, | 26 | 5.8 | |||||
| PDGFRA | c.1975A>G, p.Asn659Asp, | 14 | 35.2 | |||||
| RAF1 | c.1282A>G, p.Ser428Gly, | 12 | 10.9 | |||||
| 22 | Melanoma | + | + | APC | c.1579A>G, p.Arg527Gly | 13 | 8.2 | 6 potentially actionable mutations however, several mutation in multiple pathways, indicating resistance. |
| BRCA1 | c.362A>G, p.Glu121Gly | 6 | 5 | |||||
| FGFR1 | c.2221T>C, p.Phe741Leu | 17 | 5.6 | |||||
| FGFR2 | c.1940T>C, p.Leu647Pro | 14 | 20.6 | |||||
| MAP2K2 | c.193G>A, p.Gly65Ser | 2 | 13.9 | |||||
| MET | c.3814A>G, p.Ser1272Gly | 19 | 16.5 | |||||
| NRAS | c.35G>A ,p.Gly12Asp | 2 | 5.2 | |||||
| SMO | c.1553A>G, p.Glu518Gly | 9 | 11.9 | |||||
| 23 | Breast | + | + | FGFR1 | FGFR1 amplification, chr8:38271444, CNV 8.52 | Everolimus | ||
| MYC | MYC amplification, chr8:128748884, CNV 8.9 | |||||||
| 24 | NSCLC | - | + | BRAF | c.1424A>G, p.Lys475Arg c.65A>G, | 11 | 5 | Actionable mutation (BRAF), however no change in management as the patient was clinically stable, no LM was detected and cerebral metastasis was controlled after stereotactic radiation. Re-evaluation in case of clinical deterioration |
| CDK4 | p.Lys22Arg c.172A>G,p.Thr58Ala | 2 | 3.9 | |||||
| KRAS | 3 | 4.8 | ||||||
| 25 | Breast | - | + | EGFR | c.1473A>G, p.Ile491 | 12 | 7.3 | Actionable mutation (MET, FGFR4), however, because of low allele frequency and clinical deterioration no change in management |
| FGFR4 | c.2008A>G, p.Ser670Gly | 15 | 6.5 | |||||
| MET | c.1120T>C, p.Phe374Leu | 2 | 7.5 | |||||
| RET | c.2660A>G, p.Lys887Arg | 15 | 7.7 | |||||
| 26 | NSCLC | - | + | not successful | ||||
| 27 | NSCLC | + | + | EGFR | c.2155G>T , p.Gly719Cys | 18 | 17.5 | Patient progressed on Afatinib. Best supportive care due to unexpected clinical deterioration. |
| EGFR | c.2156G>A p.Gly719Asp | 18 | 3.8 | |||||
| EGFR | c.2303G>T, p.Ser768Ile | 20 | 28.5 | |||||
| NRAS | c.35G>A, p.Gly12Asp | 2 | 3 | |||||
| PTEN | c.1004G>A, p.Arg335Gln | 8 | 5.9 | |||||
| TP53 | c.527G>T, p.Cys176Phe | 5 | 30.6 |
*CSF and/or MRI suggestive of LM; Abbreviations: LM - leptomeningeal metastasis, PM -parenchymal tumor manifestation, AF - allele frequency, NSCLS - non small cell lung cancer, CCC -cholangiocellular carcinoma, CRC - colorectal carcinoma, GBM - glioblastoma, PCNSL - primary CNS lymphoma.
Figure 2Therapeutic management Flow Chart indicating the yield of actionable mutations in 27 patients, respective recommendations of the Molecular Tumor Board (MTB) and actual treatment