2005
DOI: 10.1007/s00018-005-4528-2
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Modeling the MHC class I pathway by combining predictions of proteasomal cleavage,TAP transport and MHC class I binding

Abstract: Epitopes presented by major histocompatibility complex (MHC) class I molecules are selected by a multi-step process. Here we present the first computational prediction of this process based on in vitro experiments characterizing proteasomal cleavage, transport by the transporter associated with antigen processing (TAP) and MHC class I binding. Our novel prediction method for proteasomal cleavages outperforms existing methods when tested on in vitro cleavage data. The analysis of our predictions for a new datas… Show more

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Cited by 331 publications
(325 citation statements)
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“…We first determined the need for immunoproteasomal activity in the generation of the peptide Cp␣1 92-99 , one of the peptides that contribute to positive selection of OT-1 T cells (22). The use of proteasomal prediction programs (13) suggested that the generation of the Cp␣1 92-99 C terminus will be much more efficiently performed by immunoproteasomes (data not shown). This prediction was confirmed by the in vitro digestion of a N-and C-terminally extended Cp␣1 peptide (Cp␣1 86 -109 ) using purified constitutive proteasomes and immunoproteasomes followed by MS analysis and Edman sequencing for quantification of the fragments generated.…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…We first determined the need for immunoproteasomal activity in the generation of the peptide Cp␣1 92-99 , one of the peptides that contribute to positive selection of OT-1 T cells (22). The use of proteasomal prediction programs (13) suggested that the generation of the Cp␣1 92-99 C terminus will be much more efficiently performed by immunoproteasomes (data not shown). This prediction was confirmed by the in vitro digestion of a N-and C-terminally extended Cp␣1 peptide (Cp␣1 86 -109 ) using purified constitutive proteasomes and immunoproteasomes followed by MS analysis and Edman sequencing for quantification of the fragments generated.…”
Section: Resultsmentioning
confidence: 99%
“…The specificity of this protease is influenced by the incorporation of three IFN-inducible ␤-subunits (␤1i, ␤2i, and ␤5i), which replace the three proteolytically active constitutive subunits (␤1, ␤2, and ␤5) during proteasome assembly, resulting in the formation of so-called immunoproteasomes (9,10). This type of proteasome generates reduced numbers of peptides with acid C termini and increased numbers of peptides with hydrophobic C termini (11,12), which is in favor of a more efficient transporter associated with antigen-presentation transport and binding to MHC class I molecules (13). In addition, a change in proteolytic specificity is apparent from the numerous examples reporting that either constitutive proteasomes or immunoproteasomes are required for the efficient generation of certain MHC class I ligands and consequently for the activation of CTL (14)(15)(16)(17)(18)(19).…”
mentioning
confidence: 99%
“…The latter efforts have led to the creation of algorithms that predict proteasome cleavage sites [90,91]. These algorithms have been combined with those for class I MHC peptide binding [92], and in some cases for TAP transport [93], to predict the peptide antigens most likely to be displayed. This approach has led to the successful identification of several antigens [94][95][96].…”
Section: The Impact Of Antigen Processing Pathways On the Display Of mentioning
confidence: 99%
“…158,159 It has been calculated from experimental digestion results, for instance, that the likelihood of a proteasomal cleavage after a lysine is very low, although a high number of (mainly HLA-A3 presented) epitopes own a C-terminal lysine. 144 This is suggestive for a supplementary enzyme system. 159 Thus, verification of in vitro proteasomal C-terminal generation predicts the intracellular generation of most class I ligands, but will miss those that are C-terminally liberated by other enzymes.…”
Section: Efficiency Of Reverse Immunologymentioning
confidence: 95%
“…In addition, an algorithm was developed that directly predicts CTL epitopes using large data sets of T-cell epitopes and nonepitopes as training data for the algorithm (CTLPred). 143 We concisely tested the performance of the five integrated algorithms (MHC-Pathway, 144 WAPP, 145 NetCTL, 146 IEDB and EpiJen 147 ) using as test-set the 64 nonameric peptides from our PRAME study that were in vitro tested for their HLA-A2 binding and proteasomal liberation to identify two CTL epitopes 119 ( Table 3). The two published epitopes were predicted in the 10 best ranked predicted epitopes by four of the five algorithms.…”
Section: Identification Of T-cell Epitopes For Cancer Immunotherapy Jmentioning
confidence: 99%