Using amino acid patterns to accurately predict translation initiation sites

The translation initiation site (TIS) prediction problem is about how to correctly identify TIS in mRNA, cDNA, or other types of genomic sequences. High prediction accuracy can be helpful in a better understanding of protein coding from nucleotide sequences. This is an important step in genomic analysis to determine protein coding from nucleotide sequences. In this paper, we present an in silico method to predict translation initiation sites in vertebrate cDNA or mRNA sequences. This method consists of three sequential steps as follows. In the first step, candidate features are generated using k-gram amino acid patterns. In the second step, a small number of top-ranked features are selected by an entropy-based algorithm. In the third step, a classification model is built to recognize true TISs by applying support vector machines or ensembles of decision trees to the selected features. We have tested our method on several independent data sets, including two public ones and our own extracted sequences. The experimental results achieved are better than those reported previously using the same data sets. Our high accuracy not only demonstrates the feasibility of our method, but also indicates that there might be "amino acid" patterns around TIS in cDNA and mRNA sequences.     

High-sensitivity amino acid analysis: methodology for the determination of amino acid compositions with less than 100 picomoles of peptides

Highly sensitive methodology is described for the determination of amino acid compositions of picomole quantities of peptides using an automated fluorescence amino acid analyzer with o-phthalaldehyde as the detection agent. All commonly occurring amino acids, including cystine, proline, and tryptophan, can be quantitated. High sensitivity is primarily achieved by using simple procedures which effectively and reliably reduce the level of interfering contamination present in buffers and reagents or introduced during sample handling. Accurate and reproducible amino acid compositions are obtained with 50 pmol or less peptide.     

Automatic procedures for determining amino acid sequences of peptides.

An automatic procedure is described for determining the amino acid sequences of peptides with various lengths and hydrophobicities in a protein sequenator of the Edman-Begg type. A film consisting of Quadrol salts is left in the cup as a hydrated solid phase on which the peptide partitions during solvent extraction. The partitioning of the peptide is facilitated by using benzene and 1-chlorobutane/acetic acid as the sole extractants after coupling. The reproducibility and efficacy of the procedure is illustrated by the sequences obtained with peptides of from 3–29 residues, including several with a series of hydrophobic residues at the C terminus. The procedure is well suited to the completion of the sequence determination on a large peptide following the normal Edman-Begg procedure for proteins.     

Pre-proparathyroid hormone: analysis of radioactive tryptic peptides and amino acid sequence.

The amino acid sequence of bovine pre-proparathyroid hormone has been partially determined by analysis of the polypeptide labeled selectively with radioactive amino acids. Analysis of tryptic peptides containing methionine or lysine indicated that parathyroid hormone, proparathyroid hormone, and pre-proparathyroid hormone had several common peptides. Two lysine-containing peptides present in proparathyroid hormone but not in parathyroid hormone were also present in pre-proparathyroid hormone. In addition, pre-proparathyroid hormone contained several additional lysine- and methionine-containing peptides not present in parathyroid hormone or proparathyroid hormone. Analysis by repetitive Edman degradation of the polypeptide labeled with lysine, methionine, and other amino acids indicated that pre-proparathyroid hormone contained 25 additional amino acids at the amino terminus of proparathyroid hormone; the identities of 17 of the 25 amino acids have been established. An unusual feature found was the presence of methionyl-methionyl at the amino terminus and the presence of 5 methionines within the first 14 amino acids.     

A statistical analysis of the PPII propensity of amino acid guests in proline-rich peptides

There has been considerable debate about the intrinsic PPII propensity of amino-acid residues in denatured polypeptides. Experimentally, the propensity scale is based on the behavior of guest amino-acid residues placed in the middle of polyproline hosts. We have used classical molecular dynamics simulations, with state-of-the-art force fields to carry out a comprehensive analysis of the conformational equilibria of the proline-based host oligopeptides with single guests. The tracked structural characteristics include the PPII content, the cis/trans isomerization of the prolyl bonds, the puckering of the pyrrolidine rings of the proline residues, and the secondary structural motifs. We find no evidence for an intrinsic PPII propensity in any of the guest amino acids other than proline. Instead, the PPII content as derived from experiments may be explained in terms of: 1), a local correlation between the dihedral angles of the guest amino acid and the proline residue immediately preceding it; and 2), a nonlocal correlation between the cis/trans states of the peptide bonds. In terms of the latter, we find that the presence of a guest (other than proline, tyrosine, or tryptophan) increases the trans content of most of the prolyl bonds, which results in an effective increase of the peptide PPII content. With respect to the local dihedral correlations, we find that these are well described in terms of the so-called odds-ratio statistic. Expressed in terms of free energy language, the PPII content based on the odds-ratio of the relevant residues correlate well with the experimentally measured PPII content.     

A synthetic strategy for ON-resin amino acid specific multiple fatty acid acylation of peptides

Covalent modification with fatty acids is observed in several proteins that play crucial roles in cellular physiology. In this paper, a convenient method for the generation of multiple fatty acylated synthetic peptides is described. Peptides were synthesized using solid phase procedures with fluorenylmethoxycarbonyl a-amino protected amino acids. Acetamidomethyl protected cysteines were employed. The thiol protecting group was selectively deprotected and acylation was carried out on the resin-bound peptides. The strategy described in this report is applicable to any peptide sequence.     

Algorithms for the search of amino acid patterns in nucleic acid sequences.

Some algorithms are described for the search of regions in a nucleic acid sequence that, when translated into amino acids, are homologous to a given amino acid pattern. All algorithms are modifications of the dynamic programming method for sequence comparison such that the translation of codons is taken into account. One of the algorithms has been implemented as a FORTRAN 77 program. The program operates on files that follow the format of the EMBL Nucleotide Sequence Data Library.     

Plasma amino acid patterns in hepatocellular carcinoma

Plasma amino acid levels were determined in 23 patients in comparison with 16 normal subjects and 17 patients with liver cirrhosis. Patients with hepatocellular carcinoma had elevated levels of the aromatic amino acids and lowered levels of the branched-chain amino acids, as seen in liver cirrhosis; however, they had lowered levels of alanine and glutamine as compared with normal subjects and with liver cirrhosis patients. Following treatment with intraarterial chemotherapy and/or transcatheter arterial embolization, plasma levels of alanine and glutamine recovered. These results suggest that the consumption of alanine and glutamine increase in hepatocellular carcinoma.     

Reactivity of consecutive basic amino acid residues in peptides

Different tetrapeptides of general formula L-Ala-X-X-Gly, possessing a basic doublet in the second and third position (X = Arg or Lys), have been synthesized as free or N-acetylated molecules. The chemical reactivity of the arginine guanidino group and of the lysine epsilon-amino group were studied using respectively the Sakaguchi and the ortho-diacetylbenzene reactions, in the tetrapeptides as well as in related molecules. In both cases, the colour yield is markedly influenced by the length of the polypeptide chain and by the relative positions of the arginine and lysine residues, suggesting the occurrence of intramolecular bonds within the tetrapeptide molecule. Tryptic hydrolysis of the tetrapeptides was followed by evaluating the amino acids or peptides which appear to be specific for the different possible cleavages at the arginyl or at the lysyl bonds. The susceptibility to trypsin of the carboxylic group of the second basic amino acid decreases progressively in the order Lys-Arg greater than Arg-Arg much greater than Lys-Lys greater than Arg-Lys, which shows a fair correlation with the intra-cellular cleavage of the bonds observed during the processing of preproteins of of the precursors of several physiologically active peptides.     

Analysis of energetic amino acid metabolism in Acyrthosiphon pisum: A multidimensional approach to amino acid metabolism in aphids

Aphids are highly specialized insects that feed on the phloem-sap of plants, the amino acid composition of which is very unbalanced. Amino acid metabolism is thus crucial in aphids, and we describe a novel investigation method based on the use of ¹⁴C-labeled amino acids added in an artificial diet. A metabolism cage for aphids was constructed, allowing for the collection and analysis of the radioactivity incorporated into the aphid body, expired as CO₂, and rejected in the honeydew and exuviae. This method was applied to the study of the metabolism of eight energetic amino acids (aspartate, glutamate, glutamine, glycine, serine, alanine, proline, and threonine) in the pea aphid, Acyrthosiphon pisum. All these amino acids except threonine were subject to substantial catabolism as measured by high ¹⁴CO₂ production. The highest turnover was displayed by aspartate, with 60% of its carbons expired as CO₂. For the first time in an aphid, we directly demonstrated the synthesis of three essential amino acids (threonine, isoleucine, and lysine) from carbons of common amino acids. The synthesis of these three compounds was only observed from amino acids that were previously converted into glutamate. This conversion was important for aspartate, and lower for alanine and proline. To explain the quantitative results of interconversion between amino acids, we propose a compartmentation model with the intervention of bacterial endosymbiotes for the synthesis of essential amino acids and with glutamate as the only amino acid supplied by the insect to the symbiotes. Moreover, proline exhibited partial conversion into arginine, and it is suggested that proline is probably indirectly involved in excretory nitrogen metabolism. © 1995 Wiley-Liss, Inc.     

Complete amino acid sequence of human phosphoglycerate kinase. Isolation and amino acid sequence of tryptic peptides

As a part of the elucidation of the complete amino acid sequence of human phosphoglycerate kinase, 46 tryptic peptides, ranging in length from 1 to 26 residues, were isolated and characterized from the reduced and S-carboxymethylated enzyme. The isolated peptides were subjected to sequence analysis by the modified dansyl-Edman degradation procedure and automated Edman degradation technique. The results, together with the data on cyanogen bromide peptides and two additional tryptic peptides from cyanogen bromide peptides reported in the accompanying paper, established the complete amino acid sequence of human erythrocyte phosphoglycerate kinase.     

Hybrid fragmentation of medical images’ attributes for multidimensional indexing

Cluster Computing - Medical images are growing dramatically both in quantity and application in the data era and the emerging Big Data problem. Searching and finding the proper medical image among...