| Literature DB >> 29409514 |
Katja Sonntag1, Hisayoshi Hashimoto1, Matthias Eyrich2, Moritz Menzel3, Max Schubach4, Dennis Döcker3, Florian Battke3, Carolina Courage5, Helmut Lambertz6, Rupert Handgretinger1, Saskia Biskup3, Karin Schilbach7,8.
Abstract
BACKGROUND: Cancer vaccines can effectively establish clinically relevant tumor immunity. Novel sequencing approaches rapidly identify the mutational fingerprint of tumors, thus allowing to generate personalized tumor vaccines within a few weeks from diagnosis. Here, we report the case of a 62-year-old patient receiving a four-peptide-vaccine targeting the two sole mutations of his pancreatic tumor, identified via exome sequencing.Entities:
Keywords: CDR3 sequences; Neoepitope-derived peptides; Pancreatic carcinoma; T-cell responses; Therapeutic vaccines
Mesh:
Substances:
Year: 2018 PMID: 29409514 PMCID: PMC5801813 DOI: 10.1186/s12967-018-1382-1
Source DB: PubMed Journal: J Transl Med ISSN: 1479-5876 Impact factor: 5.531
Fig. 1Clinical course of patient’s disease: time line of diagnoses and tumor staging, begin of treatment initiation (yellow block: polychemotherapy, red block: anti-tumor peptide vaccine) and time points of immune monitoring
The binding scores of individual peptides for the patient’s HLA class I and II haplotypes and CD1d
| Peptide | Protien origin | Peptide sequence | MHC class I | Net MHC [ | Syfpeithi [ | CD1d | Castano [ | MHC class II | Net MHC II pan3.1 [ |
|---|---|---|---|---|---|---|---|---|---|
| 1 | RIM1 | WEAKPSR | B*18 | WB | +(17) | CD1d | − | DRB1*1101 | NB |
| B*44 | WB | CD1d | − | DRB1*1301 | NB | ||||
| (WEAKPSR | B*44 | SB | +(21) | – | − | ||||
| 2 | KIF4B | GIAARV | A*02 | NB | +(22) | CD1d | + | DRB1*1101 | WB |
| DRB1*1301 | WB | ||||||||
| 3 | KIF4B | KEGIAARV | B*44 | WB | −(14) | CD1d | + | DRB1*1101 | NB |
| DRB1*1301 | NB | ||||||||
| (EGIAARV | B*44 | SB | −(14) | CD1d | + | ||||
| 4 | RIM1 | EAKPSR | A*02 | NB | −(6) | CD1d | − | DRB1*1101 | NB |
| DRB1*1301 | NB |
The binding scores of individual peptides for the patient’s HLA haplotypes were determined via NetMHC [32, 33], SYFPEITHI [34], CD1d-binding algorithm according to “Castano” (1-4-7 rule) [55] and NetMHCIIpan version 3.1 [35]
Then likelihood for presentation is given as “+” and “−” respectively; SYFPEITHI half max scores regarding MHC class I presentation are given in brackets. Mutations in the peptides are indicated by underline
WB weak binder, SB strong binder, NB no binding predicted
Fig. 2Structure of peptides covering neo- versus wild-type epitopes. Tumor-specific single nucleotide polymorphisms (orange) identified with NGS technology in the proteins RMI1 and KIF4B. Two 9-mer peptides were designed per tumor specific SNP, each peptide spanning the respective mutated sequence, yet varying at the N-terminus. Structural differences between normal (yellow) and tumor specific peptide (blue) are shown in 3D, generated with IMTEC and UCSF chimera
CDR3 sequences before short term culture and CMV specific CDR3 sequences
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CDR3 sequences obtained by direct sequencing of dominant, singular peaks in CDR3 size spectratyping of peripheral T cells that seemed to dominate the TCR repertoire without prior stimulation of expansion. Public, CMV-specific CDR3 sequences published previously by Zvyagin et al. are marked in grey [39]
Fig. 3Complexity score of peripheral blood TCRVα and TCR-Vβ repertoire in our patient at the 1st, 2nd and 3rd immune monitoring as well as in healthy controls (HC). The complexity of Vβ- and Vα-chain repertoires was determined by counting the number of peaks in spectratype analysis. A score of 8 describes a normal CDR3 size variability of 8–10 peaks per Gaussian curve, a score of 1 refers to profiles showing single peak, 0 describes the absence of peaks. The overall TCR complexity (complexity score) is the sum of 26 individual TCR Vβ- or 34 TCRVα family scores respectively (with a maximum of 26 × 8 = 208 for the β-, and 34 × 8 = 272 for the Vα families)
Fig. 4Ex vivo peptide stimulation assays of T cells. T cells were pulsed with peptide, expanded and restimulated in short-term in vitro culture. Cells were gated on live-cells, lymphocytic fraction, CD3+ cells. a At IM1, IFN-γ secretion of T cells was measured after stimulation with a peptide cocktail containing all four peptides 4. b At IM2, T cells were stimulated with single peptides, including a no-peptide control, respectively. c IFN-γ-secretion and phenotype of a T-cell clone (#33) responsive to peptide 1 obtained from peripheral T cells at IM3. d Percentage of cells from clonal populations of defined specificity responding to their peptide with IFN-γ+ production. e mRNA expression of granzymeB, perforin and CRTAM in peptide-specific clones from IM3 measured by RT-PCR. Expression of the target gene was normalized to expression of human GAPDH. *P < 0.05, **P < 0.01
TCRVα and -Vβ CDR3 sequences of peptide-specific T cells at IM1, IM2 and IM3
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Vertical brackets mark identical (“i”) or convergent CDR3 formation (“c”), the latter resulting from combination of different variable and joining regions but identical N nucleotides coding for the same amino acids
Seq sequence; yellow germline encoded, pink dual TCR(2 Vα chains, 1 Vβ chain), red information of clone IDs but NOT sequence IDs
*Amino acids in the “N” region position in these CDR3 sequences are germline encoded. CDR3 sequences from IFN-γneg cell fraction of IM1 were identical with CDR3 sequences identified before immune monitoring 1, 2 and 3 (Table 2). CMV specific sequences are marked in grey