Educational guide
Screening of Neoantigen HLA Complexes | LifeTein Peptide Blog
Mutated peptides, known as neoantigens, derived from a patient’s cancer genome can be targeted by T-cell immunity. However, identifying which peptides can be presented by MHC molecules and stimulate T cells has proven challenging. Existing algorithms can predi
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Mutated peptides, known as neoantigens, derived from a patient’s cancer genome can be targeted by T-cell immunity. However, identifying which peptides can be presented by MHC molecules and stimulate T cells has proven challenging. Existing algorithms can predict MHC binding but struggle to account for the half-lives of these complexes (a critical immunological parameter called kinetic stability). Enhancing our ability to determine the true stability of neoantigen peptide/MHC complexes is crucial, as only a small fraction of peptides in current vaccines effectively trigger CD8+ T-cell responses.
A study utilized a rapid, high-throughput approach to experimentally measure peptide/HLA thermal stability on a scale needed for analyzing neoantigens from thousands of patients. By combining UV-cleavable peptide/HLA class I complexes with differential scanning fluorimetry, the Tm values of neoantigen complexes were determined. These Tm values were accurate, reproducible, and directly proportional to the complexes’ half-lives. When analyzing known HLA-A2–restricted immunogenic peptides, Tm values correlated more strongly with immunogenicity than algorithm-predicted binding affinities. Using temperature stability information can help select neoantigens for cancer vaccines, focusing on mutated peptides most likely to be expressed on the cell surface.
Tm analysis of HLA-A2 complexes containing immunogenic neoantigen peptides
ME-1
FLDEFMEGV
63.2 ± 0.4
FNDC3B
VVMSWAPPV
61.6 ± 0.6
PRDX5
LLLDDLLVSI
55.3 ± 0.7
GAS7
SLADEAEVYL
59.2 ± 0.7
KIAA0223
VLHDDLLEA
59.7 ± 0.5
GAPDH
GIVEGLITTV
58.5 ± 0.6
HSP70
SLFEGIDIYT
59.8 ± 0.6
ACTININ
FIASNGVKLV
56.9 ± 0.5
HAUS3
ILNAMIAKI
56.9 ± 0.2
CSNK1A1
GLFGDIYLAI
52.6 ± 0.6
CLPP
ILDKVLVHL
57.1 ± 0.4
CDK4
ACDPHSGHFV
59.9 ± 0.3
AHNAK
FMPDFDLHL
60.1 ± 0.2
SRPX
TLWCSPIKV
63.7 ± 0.1
COL18A1
VLLGVKLFGV
60.9 ± 0.3
ERBB2
ALIHHNTYL
59.4 ± 0.5
TEAD1
VLENFTIFLV
48.2 ± 0.2
SVLENFTIFL
55.8 ± 0.2
NSDHL
ILTGLNYEV
61.4 ± 0.1
GANAB
ALYGFVPVL
61.7 ± 0.2
CDC37L1
FLSDHLYLV
61.8 ± 0.1
FLNA
HIAKSLFEV
56.4 ± 0.4
SPOP
FLLDEAIGL
60.7 ± 0.1
ACPP
VLAKKLKFV
56.8 ± 0.7
DCAKD
LLHTELERFL
42.9 ± 0.2
CIT
TLLSQVNKV
53.2 ± 0.3