Materials and Methods: Genomic DNA was extracted from 21 fresh-frozen tumor tissues and blood samples of the same meningioma patients. The entire mtDNA D-loop region (positions 16024-576) was polymerase chain reaction amplified using designed primers, and then amplification products were purified before the direct DNA sequencing proceeds.
Results: Overall, 10 (47.6%) patients were detected to harbor a total of 27 somatic mtDNA D-loop mutations. Most of these mtDNA mutations were identified in the hypervariable segment II (40.7%), with 33.3% being located mainly in the conserved sequence block II of the D310 sequence. Furthermore, 58 different germline variations were observed at 21 nucleotide positions.
Conclusion: Our results suggest that mtDNA alterations in the D-loop region may be an important and early event in developing meningioma. Further studies are needed, including validation in a larger patient cohort, to verify the clinicopathological outcomes of mtDNA mutation biomarkers in meningiomas.
METHODS: All reported DENV protein sequence data for each serotype was retrieved from the NCBI Entrez Protein (nr) Database (txid: 12637). The downloaded sequences were then separated according to the individual serotype proteins by use of BLASTp search, and subsequently removed for duplicates and co-aligned across the serotypes. Shannon's entropy and mutual information (MI) analyses, by use of AVANA, were performed to measure the diversity within and between the serotype proteins to identify HCSS nonamers. The sequences were evaluated for the presence of promiscuous T-cell epitopes by use of NetCTLpan 1.1 and NetMHCIIpan 3.2 server for human leukocyte antigen (HLA) class I and class II supertypes, respectively. The predicted epitopes were matched to reported epitopes in the Immune Epitope Database.
RESULTS: A total of 2321 nonamers met the HCSS selection criteria of entropy 0.8. Concatenating these resulted in a total of 337 HCSS sequences. DENV4 had the most number of HCSS nonamers; NS5, NS3 and E proteins had among the highest, with none in the C and only one in prM. The HCSS sequences were immune-relevant; 87 HCSS sequences were both reported T-cell epitopes/ligands in human and predicted epitopes, supporting the accuracy of the predictions. A number of the HCSS clustered as immunological hotspots and exhibited putative promiscuity beyond a single HLA supertype. The HCSS sequences represented, on average, ~ 40% of the proteome length for each serotype; more than double of pan-DENV sequences (conserved across the four serotypes), and thus offer a larger choice of sequences for vaccine target selection. HCSS sequences of a given serotype showed significant amino acid difference to all the variants of the other serotypes, supporting the notion of serotype-specificity.
CONCLUSION: This work provides a catalogue of HCSS sequences in the DENV proteome, as candidates for vaccine target selection. The methodology described herein provides a framework for similar application to other pathogens.