PMID- 15208742 OWN - NLM STAT- MEDLINE DCOM- 20050112 LR - 20240322 IS - 1076-1551 (Print) IS - 1528-3658 (Electronic) IS - 1076-1551 (Linking) VI - 9 IP - 9-12 DP - 2003 Sep-Dec TI - In silico prediction of peptides binding to multiple HLA-DR molecules accurately identifies immunodominant epitopes from gp43 of Paracoccidioides brasiliensis frequently recognized in primary peripheral blood mononuclear cell responses from sensitized individuals. PG - 209-19 AB - One of the major drawbacks limiting the use of synthetic peptide vaccines in genetically distinct populations is the fact that different epitopes are recognized by T cells from individuals displaying distinct major histocompatibility complex molecules. Immunization of mice with peptide (181-195) from the immunodominant 43 kDa glycoprotein of Paracoccidioides brasiliensis (gp43), the causative agent of Paracoccidioidomycosis (PCM), conferred protection against infectious challenge by the fungus. To identify immunodominant and potentially protective human T-cell epitopes in gp43, we used the TEPITOPE algorithm to select peptide sequences that would most likely bind multiple HLA-DR molecules and tested their recognition by T cells from sensitized individuals. The 5 most promiscuous peptides were selected from the gp43 sequence and the actual promiscuity of HLA binding was assessed by direct binding assays to 9 prevalent HLA-DR molecules. Synthetic peptides were tested in proliferation assays with peripheral blood mononuclear cells (PBMC) from PCM patients after chemotherapy and healthy controls. PBMC from 14 of 19 patients recognized at least one of the promiscuous peptides, whereas none of the healthy controls recognized the gp43 promiscuous peptides. Peptide gp43(180-194) was recognized by 53% of patients, whereas the other promiscuous gp43 peptides were recognized by 32% to 47% of patients. The frequency of peptide binding and peptide recognition correlated with the promiscuity of HLA-DR binding, as determined by TEPITOPE analysis. In silico prediction of promiscuous epitopes led to the identification of naturally immunodominant epitopes recognized by PBMC from a significant proportion of a genetically heterogeneous patient population exposed to P. brasiliensis. The combination of several such epitopes may increase the frequency of positive responses and allow the immunization of genetically distinct populations. FAU - Iwai, Leo Kei AU - Iwai LK AD - Laboratory of Immunology, Heart Institute (Incor), Millenium Institutes, Brazil. FAU - Yoshida, Marcia AU - Yoshida M FAU - Sidney, John AU - Sidney J FAU - Shikanai-Yasuda, Maria Aparecida AU - Shikanai-Yasuda MA FAU - Goldberg, Anna Carla AU - Goldberg AC FAU - Juliano, Maria Aparecida AU - Juliano MA FAU - Hammer, Jurgen AU - Hammer J FAU - Juliano, Luiz AU - Juliano L FAU - Sette, Alessandro AU - Sette A FAU - Kalil, Jorge AU - Kalil J FAU - Travassos, Luiz Rodolpho AU - Travassos LR FAU - Cunha-Neto, Edecio AU - Cunha-Neto E LA - eng GR - N01AI95362/AI/NIAID NIH HHS/United States GR - HHSN266200400006C/HS/AHRQ HHS/United States GR - N01-AI-95362/AI/NIAID NIH HHS/United States PT - Comparative Study PT - Journal Article PT - Research Support, Non-U.S. Gov't PT - Research Support, U.S. Gov't, P.H.S. PL - England TA - Mol Med JT - Molecular medicine (Cambridge, Mass.) JID - 9501023 RN - 0 (43 kDa protein, Paracoccidioides) RN - 0 (Antigens, Fungal) RN - 0 (Epitopes, T-Lymphocyte) RN - 0 (Fungal Proteins) RN - 0 (Glycoproteins) RN - 0 (HLA-DR Antigens) RN - 0 (Immunodominant Epitopes) RN - 0 (Peptides) SB - IM MH - Algorithms MH - Antigens, Fungal/*immunology MH - CD4-Positive T-Lymphocytes/immunology MH - Cell Division MH - Cohort Studies MH - Enzyme-Linked Immunosorbent Assay MH - Epitopes, T-Lymphocyte MH - Fungal Proteins/*immunology MH - Glycoproteins/*immunology MH - HLA-DR Antigens/*immunology MH - Humans MH - Immunoblotting MH - *Immunodominant Epitopes MH - Leukocytes, Mononuclear/*immunology/physiology MH - Paracoccidioides/*immunology MH - Paracoccidioidomycosis/immunology/pathology MH - Peptides/immunology/*metabolism MH - Predictive Value of Tests PMC - PMC1430984 EDAT- 2004/06/23 05:00 MHDA- 2005/01/13 09:00 PMCR- 2003/01/01 CRDT- 2004/06/23 05:00 PHST- 2004/06/23 05:00 [pubmed] PHST- 2005/01/13 09:00 [medline] PHST- 2004/06/23 05:00 [entrez] PHST- 2003/01/01 00:00 [pmc-release] AID - mol9p209 [pii] PST - ppublish SO - Mol Med. 2003 Sep-Dec;9(9-12):209-19.