| Literature DB >> 27187383 |
Jun Lai1, Zhan Zhou2, Xiao-Jing Tang3, Zhi-Bin Gao4, Jie Zhou5, Shu-Qing Chen6.
Abstract
Malignant peritoneal mesothelioma (MPM) is an aggressive rare malignancy associated with asbestos exposure. A better understanding of the molecular pathogenesis of MPM will help develop a targeted therapy strategy. Oncogene targeted depth sequencing was performed on a tumor sample and paired peripheral blood DNA from a patient with malignant mesothelioma of the peritoneum. Four somatic base-substitutions in NOTCH2, NSD1, PDE4DIP, and ATP10B and 1 insert frameshift mutation in BAP1 were validated by the Sanger method at the transcriptional level. A 13-amino acids neo-peptide of the truncated Bap1 protein, which was produced as a result of this novel frameshift mutation, was predicted to be presented by this patient's HLA-B protein. The polyclonal antibody of the synthesized 13-mer neo-peptide was produced in rabbits. Western blotting results showed a good antibody-neoantigen specificity, and Immunohistochemistry (IHC) staining with the antibody of the neo-peptide clearly differentiated neoplastic cells from normal cells. A search of the Catalogue of Somatic Mutations in Cancer (COSMIC) database also revealed that 53.2% of mutations in BAP1 were frameshift indels with neo-peptide formation. An identified tumor-specific neo-antigen could be the potential molecular biomarker for personalized diagnosis to precisely subtype rare malignancies such as MPM.Entities:
Keywords: BAP1; mesothelioma; neo-antigen; personalized immunotherapy target
Mesh:
Substances:
Year: 2016 PMID: 27187383 PMCID: PMC4881561 DOI: 10.3390/ijms17050739
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1Pipeline for tumor specific neo-antigen analysis: next generation sequencing on data from tumor and blood DNA samples is filtered by Mutect and Somatic Indel Detector software. The HLA genotype is extracted from next-generation sequencing (NGS) data by SOAP-HLA. NetMHCpan server 2.8 is a common tool for the prediction of the binding ability of mutant peptides-HLA.
Number of somatic variants after applying different selection criteria.
| Type of Mutation | Compared to Peripheral Blood |
|---|---|
| Total Variants | |
| Base Substitution | 2897 |
| Small Indel | 218 |
| In the coding region, variant reads >3, 0% mutation frequency in blood | |
| Base Substitution | 88 |
| Small Indel | 9 |
| Mutation frequency >1% in tumor, non-repertoire in dbSNP and 1000Genome | |
| Base Substitution | 24 |
| Small Indel | 4 |
| Mutation frequency >5%, “causing disease” in SIFT and PolyPhen prediction | |
| Base Substitution | 8 |
| Small Indel | 2 |
| Validation by RT-PCR | |
| Base Substitution | 4 |
| Small Indel | 1 |
List of somatic mutations (percentage of mutant reads >5%).
| Chromosome | Begin Position | End Position | Associated Gene | Reference | Alternative | Tumor Frequency | Mutation_Type | Validation by Sanger Sequencing |
|---|---|---|---|---|---|---|---|---|
| 1 | 120497774 | 120497774 | C | T | 17.63% | nonsynonymous | Yes | |
| 1 | 144930847 | 144930847 | G | T | 8.82% | nonsynonymous | Yes | |
| 1 | 186276044 | 186276046 | CCA | – | 17.65% | nonframeshift | No | |
| 3 | 12626480 | 12626480 | T | C | 8.11% | nonsynonymous | No | |
| 3 | 52437592 | 52437592 | – | GACA | 21.21% | frameshift | Yes | |
| 5 | 160097517 | 160097517 | C | T | 12.28% | nonsynonymous | Yes | |
| 5 | 176665298 | 176665298 | A | G | 5.08% | nonsynonymous | No | |
| 5 | 176721814 | 176721814 | A | C | 15.89% | nonsynonymous | Yes | |
| 14 | 95599707 | 95599707 | A | G | 5.77% | nonsynonymous | No | |
| 22 | 28193936 | 28193936 | C | A | 15.38% | nonsynonymous | No |
Figure 2Functional domain of the Bap1 protein: domain in purple: ubiquitin C-terminal hydrolase, domain in blue: HCF-binding motif, domain in peach: nuclear localization; the sequence of neoORF (red: 524th–536th aa is the sequence of the 13-mer neo-peptide); * asterisk: same acids in both sequences.
All possible peptides bound to HLA-A, B molecules were listed: amino acids in green are mutant sites. Peptide sequences in red were predicted to have a strong binding ability to HLA molecules and are potential tumor-specific neo-antigens.
| HLA Typing | Peptide Sequence | Peptide Type | 1-log50k | nM | Rank | Banding Type |
|---|---|---|---|---|---|---|
| HLA-A*11:12 | ATCINGVNGFR | NOTCH2-703WT | 0.525 | 171.19 | 1.50 | Weak Binding |
| HLA-A*11:12 | CINGVNGFR | NOTCH2-703WT | 0.482 | 271.44 | 2.00 | Weak Binding |
| HLA-A*11:12 | ATCINGVN | NOTCH2-G703D | 0.5 | 224.39 | 2.00 | Weak Binding |
| HLA-A*11:12 | CINGVN | NOTCH2-G703D | 0.479 | 280.08 | 2.00 | Weak Binding |
| HLA-A*11:12 | KLELALSMIK | PDE4DIP_288WT | 0.476 | 290.35 | 2.00 | Weak Binding |
| HLA-A*11:12 | ELALSMIK | PDE4DIP_288WT | 0.446 | 402.87 | 3.00 | Weak Binding |
| HLA-A*11:12 | K | PDE4DIP_L288M | 0.528 | 165.47 | 1.50 | Weak Binding |
| HLA-A*11:12 | ELALSMIK | PDE4DIP_L288M | 0.446 | 402.87 | 3.00 | Weak Binding |
| HLA-B*35:42 | HK | PDE4DIP_L288M | 0.525 | 171.29 | 2.00 | Weak Binding |
| HLA-A*11:12 | ASLDGETNLK | ATP10B_210WT | 0.642 | 47.93 | 0.80 | Strong Binding |
| HLA-A*11:12 | SLDGETNLK | ATP10B_210WT | 0.523 | 174.12 | 1.50 | Weak Binding |
| HLA-A*11:12 | TASLDGETNLK | ATP10B_210WT | 0.451 | 380.57 | 3.00 | Weak Binding |
| HLA-A*11:12 | ASLDG | ATP10B_E210K | 0.638 | 50.5 | 0.80 | Strong Binding |
| HLA-A*11:12 | ATP10B_E210K | 0.546 | 135.45 | 1.50 | Strong Binding | |
| HLA-A*11:12 | SLDGKTNLK | ATP10B_E210K | 0.515 | 190.94 | 2.00 | Weak Binding |
| HLA-A*11:12 | TASLDG | ATP10B_E210K | 0.443 | 413.1 | 3.00 | Weak Binding |
| HLA-B*35:42 | MPVLESSSW | NSD1_2482WT | 0.755 | 14.22 | 0.30 | Strong Binding |
| HLA-B*35:42 | MPVLESSS | NSD1_2482WT | 0.497 | 232.2 | 2.00 | Weak Binding |
| HLA-B*35:42 | MPVLESSSW | NSD1_K2482T | 0.755 | 14.22 | 0.30 | Strong Binding |
| HLA-B*35:42 | NSD1_K2482T | 0.596 | 78.89 | 1.00 | Strong Binding | |
| HLA-B*35:42 | MPVLESSS | NSD1_K2482T | 0.497 | 232.2 | 2.00 | Weak Binding |
| HLA-B*35:42 | TPQADE | NSD1_K2482T | 0.451 | 379.75 | 3.00 | Weak Binding |
| HLA-B*35:42 | BAP1_V523fs | 0.736 | 17.46 | 0.40 | Strong Binding | |
| HLA-B*35:42 | LPHLQGAFW | BAP1_V523fs | 0.492 | 242.83 | 2.00 | Weak Binding |
| HLA-B*35:42 | SPVVHLPH | BAP1_V523fs | 0.465 | 326.57 | 3.00 | Weak Binding |
Figure 3(A) Western blotting results showed a 60-kDa protein in tumor tissue correlating to the mutant truncated protein (β-actin as internal control); (B) Immunohistochemistry results showed heavy staining of neoplastic cells (black arrows); magnification: 400×.
Figure 4Notch signaling pathway and the localization of NSD1, BAP1, PDE4DIP and ATP10B in mesothelial cells.
Figure 5(A) Percentages of somatic mutations in BAP1 gene: missense point mutations, 46.8%; deletions, 48.94%; and inserts, 4.26%; (B) Mutations’ position along the Bap1 protein after frameshift (22 frameshift mutations of COSMIC in black, novel frameshift in red).