| Literature DB >> 31711486 |
Yuki Nagakubo1, Yosuke Hirotsu2,3, Kenji Amemiya1, Toshio Oyama4, Hitoshi Mochizuki5,6, Masao Omata6,7.
Abstract
BACKGROUND: Patients with metastatic colorectal cancer can benefit from anti-EGFR therapy, such as cetuximab and panitumumab. However, colorectal cancers harboring constitutive activating mutations in KRAS, NRAS and BRAF genes are not responsive to anti-EGFR therapy. To select patients for appropriate treatment, genetic testing of these three genes is routinely performed.Entities:
Keywords: BNA; BRAF; Colorectal cancer; KRAS; NRAS
Mesh:
Substances:
Year: 2019 PMID: 31711486 PMCID: PMC6849194 DOI: 10.1186/s12920-019-0610-8
Source DB: PubMed Journal: BMC Med Genomics ISSN: 1755-8794 Impact factor: 3.063
Fig. 1Experimental design. We tested FFPE samples from 50 patients with colorectal cancer. Tissue sections were subjected to PCR-rSSO and BNA-clamp PCR. BNA-clamp PCR involved real-time PCR and amplified the mutated allele. The amplification plot was verified using mutation-positive samples and an internal control was amplified to confirm assay integrity. PCR products from BNA-clamp PCR were subsequently analyzed by Sanger sequencing to confirm the nucleotide changes
Comparison of KRAS and NRAS mutation status determined by PCR-rSSO, BNA-clamp PCR and NGS
| PCR-rSSO | BNA-clamp PCR | Deep sequencing by NGS | ||||
|---|---|---|---|---|---|---|
| Sample No. | Nucleotide changes | Deduced amino acid changes | Nucleotide changes | Deduced amino acid changes | Nucleotide changes | Deduced amino acid changes |
| #1 | Wild-type | Wild-type | c.180_181delTCinsAA | KRAS Q61K | c.180_181delTCinsAA | KRAS Q61K |
| #2 | c.34G > T | NRAS G12C | Wild-type | Wild-type | Wild-type | Wild-type |
| #3 | c.436G > A | KRAS A146T | c.436G > A | KRAS A146T | c.436G > A | KRAS A146T |
| Wild-type | Wild-type | c.35G > A | NRAS G12D | c.35G > A | NRAS G12D | |
| #4 | c.35G > C | KRAS G12A | c.35G > C | KRAS G12A | c.35G > C | KRAS G12A |
| #5 | c.35G > C | KRAS G12A | c.35G > C | KRAS G12A | c.35G > C | KRAS G12A |
| #6 | c.35G > C | KRAS G12A | c.35G > C | KRAS G12A | c.35G > C | KRAS G12A |
| #7 | c.34G > T | KRAS G12C | c.34G > T | KRAS G12C | c.34G > T | KRAS G12C |
| #8 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #9 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #10 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #11 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #12 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #13 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #14 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #15 | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D | c.35G > A | KRAS G12D |
| #16 | c.34G > A | KRAS G12S | c.34G > A | KRAS G12S | c.34G > A | KRAS G12S |
| #17 | c.34G > A | KRAS G12S | c.34G > A | KRAS G12S | c.34G > A | KRAS G12S |
| #18 | c.35G > T | KRAS G12 V | c.35G > T | KRAS G12 V | c.35G > T | KRAS G12 V |
| #19 | c.35G > T | KRAS G12 V | c.35G > T | KRAS G12 V | c.35G > T | KRAS G12 V |
| #20 | c.35G > T | KRAS G12 V | c.35G > T | KRAS G12 V | c.35G > T | KRAS G12 V |
| #21 | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D |
| #22 | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D |
| #23 | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D |
| #24 | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D |
| #25 | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D | c.38G > A | KRAS G13D |
| #26 | c.182A > T | KRAS Q61L | c.182A > T | KRAS Q61L | c.182A > T | KRAS Q61L |
| #27 | c.436G > A | KRAS A146T | c.436G > A | KRAS A146T | c.436G > A | KRAS A146T |
| #28 | c.35G > A | NRAS G12D | c.35G > A | NRAS G12D | c.35G > A | NRAS G12D |
| #29 | c.38G > T | NRAS G13 V | c.38G > T | NRAS G13 V | c.38G > T | NRAS G13 V |
| #30 | c.181C > A | NRAS Q61K | c.181C > A | NRAS Q61K | c.181C > A | NRAS Q61K |
| #31 | c.181C > A | NRAS Q61K | c.181C > A | NRAS Q61K | c.181C > A | NRAS Q61K |
| #32 | c.182A > G | NRAS Q61R | c.182A > G | NRAS Q61R | c.182A > G | NRAS Q61R |
| #33 | NA | NA | c.1799 T > A | BRAF V600E | c.1799 T > A | BRAF V600E |
| #34 | NA | NA | c.1799 T > A | BRAF V600E | c.1799 T > A | BRAF V600E |
| #35 | NA | NA | c.1799 T > A | BRAF V600E | c.1799 T > A | BRAF V600E |
| #36–50 | Wild-type | Wild-type | Wild-type | Wild-type | Wild-type | Wild-type |
NA not applicable
Quality and coverage depth of next generation sequencing
| Sample | Mapped reads | On target | Mean depth | Uniformity |
|---|---|---|---|---|
| #1 | 3,896,308 | 98% | 17,984 | 98% |
| #2 | 2,686,903 | 98% | 12,262 | 96% |
| #3 | 1,202,870 | 98% | 5057 | 80% |
| #4 | 2,101,697 | 98% | 9467 | 92% |
| #5 | 2,069,593 | 94% | 8935 | 99% |
| #6 | 2,623,488 | 98% | 11,775 | 90% |
| #7 | 2,950,289 | 97% | 13,056 | 99% |
| #8 | 1,834,917 | 98% | 8227 | 87% |
| #9 | 3,270,772 | 98% | 14,836 | 96% |
| #10 | 3,957,906 | 99% | 18,101 | 100% |
| #11 | 2,980,026 | 98% | 13,450 | 100% |
| #12 | 1,518,770 | 98% | 6864 | 86% |
| #13 | 2,569,739 | 91% | 10,930 | 100% |
| #14 | 3,089,053 | 99% | 14,112 | 100% |
| #15 | 3,471,557 | 99% | 15,934 | 100% |
| #16 | 2,385,272 | 98% | 10,832 | 90% |
| #17 | 2,990,670 | 99% | 14,066 | 100% |
| #18 | 2,803,954 | 98% | 12,871 | 100% |
| #19 | 1,818,393 | 97% | 8086 | 99% |
| #20 | 649,510 | 97% | 2794 | 92% |
| #21 | 3,236,156 | 99% | 14,950 | 99% |
| #22 | 2,215,854 | 98% | 9819 | 100% |
| #23 | 2,600,289 | 99% | 11,942 | 98% |
| #24 | 2,487,267 | 97% | 11,077 | 96% |
| #25 | 2,127,006 | 98% | 9555 | 85% |
| #26 | 1,227,270 | 68% | 3341 | 75% |
| #27 | 2,386,360 | 95% | 10,366 | 99% |
| #28 | 3,042,162 | 98% | 13,665 | 95% |
| #29 | 3,321,952 | 98% | 14,756 | 96% |
| #30 | 2,905,123 | 98% | 12,934 | 92% |
| #31 | 2,437,114 | 98% | 10,958 | 90% |
| #32 | 3,031,339 | 97% | 13,566 | 98% |
| #33 | 2,819,335 | 98% | 12,766 | 93% |
| #34 | 2,335,610 | 98% | 10,532 | 82% |
| #35 | 3,136,401 | 97% | 14,138 | 98% |
| #36 | 2,583,625 | 97% | 11,885 | 99% |
| #37 | 1,987,561 | 96% | 8886 | 97% |
| #38 | 1,161,909 | 95% | 5181 | 98% |
| #39 | 1,592,153 | 98% | 7337 | 97% |
| #40 | 1,421,966 | 98% | 6490 | 91% |
| #41 | 1,716,683 | 98% | 7854 | 93% |
| #42 | 2,121,085 | 99% | 9920 | 97% |
| #43 | 1,970,851 | 98% | 8928 | 99% |
| #44 | 2,510,670 | 99% | 11,608 | 99% |
| #45 | 1,398,962 | 98% | 6231 | 99% |
| #46 | 2,872,517 | 97% | 13,063 | 98% |
| #47 | 1,760,828 | 97% | 7928 | 97% |
| #48 | 2,259,832 | 97% | 9915 | 90% |
| #49 | 1,948,999 | 98% | 8921 | 99% |
| #50 | 3,134,126 | 98% | 14,287 | 96% |
Mapped reads: number of sequencing reads that were mapped to the human genome
On target: percentage of mapped reads that were aligned over the target region
Mean depth: Average base coverage depth over all bases targeted in the reference
Uniformity: percentage of target bases covered by at least 0.2x the average base read depth
Mutations in discordant samples identified by next generation sequencing using a panel of 50 cancer-associated genes
| Sample No. | Position | Reference | Variant | Gene | Nucleotide changes | Deduced amino acid changes | VAF (%) | coverage |
|---|---|---|---|---|---|---|---|---|
| #1 | chr12:25380277 | GA | TT | 23.5 | 1982 | |||
| #2 | chr1:115256506 | C | T | c.205G > A | D69N | 17.5 | 1995 | |
| chr14:105246470 | C | T | c.130G > A | D44N | 5.5 | 2000 | ||
| chr17:7578431 | G | A | c.499C > T | Q167* | 21.1 | 1970 | ||
| chr19:1223030 | C | T | c.967C > T | P323S | 5.1 | 2000 | ||
| chr19:1223054 | C | T | c.991C > T | R331W | 5.1 | 1997 | ||
| #3 | chr12:25378562 | C | T | 28.3 | 1161 | |||
| chr1:115258747 | C | T | 9.1 | 1998 | ||||
| chr3:37067240 | T | A | c.1151 T > A | V384D | 21.6 | 1998 | ||
| chr5:112173917 | C | T | c.2626C > T | R876* | 16.1 | 2000 | ||
| chr5:112175589 | C | T | c.4298C > T | P1433L | 7.4 | 2000 | ||
| chr13:49033902 | T | C | c.2039 T > C | I680T | 6.5 | 1628 | ||
| chr17:7577551 | C | A | c.730G > T | G244C | 12.6 | 2000 | ||
| chr17:7578479 | G | A | c.451C > T | P151S | 18.0 | 2000 | ||
| chr19:1223125 | C | G | c.1062C > G | F354 L | 41.2 | 818 |
Bold text indicates mutations covered by BNA-clamp and PCR-rSSO
VAF variant allele frequency
Fig. 2Discordant results were validated by NGS and Sanger sequencing. a-c Representative images of read alignments (BAM files) of sample #1 (a), #2 (b) and #3 (c) were visualized with Ion Reporter Genome Viewer (upper images). PCR products produced by BNA-clamp PCR were purified and used as templates for Sanger sequencing. Sequencing chromatograms show the mutations in each sample (lower image). Arrows indicate the position of the mutations. a In sample #1, KRAS p.Q61K was detected by NGS. At this site, multi-nucleotide variants (c.180_181delTCinsAA) existed in codons 60 and 61. b In sample #2, there was no apparent variant at codon 12 of NRAS. We did not observe an amplification plot signal by real-time PCR and obtained no visible PCR product for subsequent Sanger sequencing analysis. c Two different mutations (NRAS p.G12D and KRAS p.A146T) were observed in sample #3