抗原变异可使得多种致病微生物易于逃避宿主免疫应答。表达在感染红细胞表面的恶性疟原虫红细胞表面蛋白1（PfPMP1）与感染红细胞、内皮细胞、树突状细胞以及胎盘的单个或多个受体作用，在黏附及免疫逃避中起关键的作用。每个单倍体基因组var基因家族编码约60种成员，通过启动转录不同的var基因变异体为抗原变异提供了分子基础。

疟原虫var基因转换速率变化导致抗原变异[英]／Paul H, Robert P, Christodoulou Z, et al//Proc Natl Acad Sci U S A

The lion's share of bacteria in various environments cannot be cloned in the laboratory and thus cannot be sequenced using existing technologies. A major goal of single-cell genomics is to complement gene-centric metagenomic data with whole-genome assemblies of uncultivated organisms. Assembly of single-cell data is challenging because of highly non-uniform read coverage as well as elevated levels of sequencing errors and chimeric reads. We describe SPAdes, a new assembler for both single-cell and standard (multicell) assembly, and demonstrate that it improves on the recently released E+V-SC assembler (specialized for single-cell data) and on popular assemblers Velvet and SoapDeNovo (for multicell data). SPAdes generates single-cell assemblies, providing information about genomes of uncultivatable bacteria that vastly exceeds what may be obtained via traditional metagenomics studies. SPAdes is available online ( http://bioinf.spbau.ru/spades ). It is distributed as open source software.

SPAdes, a new genome assembly algorithm and its applications to single-cell sequencing ( 7th Annual SFAF Meeting, 2012)

J. Appl. Cryst.の発刊に際して

BIOE 402. Medical Technology Assessment. 2 or 3 hours. Bioentrepreneur course. Assessment of medical technology in the context of commercialization. Objectives, competition, market share, funding, pricing, manufacturing, growth, and intellectual property; many issues unique to biomedical products. Course Information: 2 undergraduate hours. 3 graduate hours. Prerequisite(s): Junior standing or above and consent of the instructor.

“Bioinformatics” 특집을 내면서

Nature relies on large molecules to carry out sophisticated chemical operations, such as catalysis, tight and specific binding, directed flow of electrons, or controlled crystallization of inorganic phases. The polymers entrusted with these crucial tasks, mostly proteins but sometimes RNA, are unique relative to other biological and synthetic polymers in that they adopt specific compact conformations that are thermodynamically and kinetically stable. These folding patterns generate “active sites” via precise three-dimensional arrangement of functional groups. In terms of covalent connectivity, the groups that comprise the active site are often widely spaced along the polymer backbone. The remarkable range of chemical capabilities that evolution has elicited from proteins suggests that it might be possible to design analogous capabilities into unnatural polymers that fold into compact and specific conformations. Since biological evolution has operated under many constraints, the functional properties of proteins and RNA should be viewed as merely exemplifying the potential of compactly folded polymers. The chemist’s domain includes all possible combinations of the elements, and the biological realm, vast and complex though it may be, is only a small part of that domain. Therefore, realization of the potential of folding polymers may be limited more by the human imagination than by physical barriers. I use the term “foldamer” to describe any polymer with a strong tendency to adopt a specific compact conformation. Among proteins, the term “compact” is associated with tertiary structure, and there is as yet no synthetic polymer that displays a specific tertiary structure. Protein tertiary structure arises from the assembly of elements of regular secondary structure (helices, sheets, and turns). The first step in foldamer design must therefore be to identify new backbones with well-defined secondary structural preferences. “Well-defined” in this case means that the conformational preference should be displayed in solution by oligomers of modest length, and I will designate as a foldamer any oligomer that meets this criterion. Within the past decade, a handful of research groups have described unnatural oligomers with interesting conformational propensities. The motivations behind such efforts are varied, but these studies suggest a collective, emerging realization that control over oligomer and polymer folding could lead to new types of molecules with useful properties. The purpose of this “manifesto” is to introduce a large audience to the broad research horizons offered by the concept of synthetic foldamers. The path to creating useful foldamers involves several daunting steps. (i) One must identify new polymeric backbones with suitable folding propensities. This goal includes developing a predictively useful understanding of the relationship between the repetitive features of monomer structure and conformational properties at the polymer level. (ii) One must endow the resulting foldamers with interesting chemical functions, by design, by randomization and screening (“evolution”), or by some combination of these two approaches. (iii) For technological utility, one must be able to produce a foldamer efficiently, which will generally include preparation of the constituent monomers in stereochemically pure form and optimization of heteropolymer synthesis. Each of these steps involves fascinating chemical challenges; the first step is the focus of this Account.

Foldamers: A Manifesto

Whereas getting exact data about living systems and sophisticated experimental procedures have primarily absorbed the minds of researchers previously, the development of high-throughput technologies has caused the weight to increasingly shift to the problem of interpreting accumulated data in terms of biological function and biomolecular mechanisms. In "Data Mining Techniques for the Life Sciences", experts in the field contribute valuable information about the sources of information and the techniques used for "mining" new insights out of databases. Beginning with a section covering the concepts and structures of important groups of databases for biomolecular mechanism research, the book then continues with sections on formal methods for analyzing biomolecular data and reviews of concepts for analyzing biomolecular sequence data in context with other experimental results that can be mapped onto genomes. As a volume of the highly successful Methods in Molecular Biology series, this work provides the kind of detailed description and implementation advice that is crucial for getting optimal results. Authoritative and easy to reference, "Data Mining Techniques for the Life Sciences" seeks to aid students and researchers in the life sciences who wish to get a condensed introduction into the vital world of biological databases and their many applications.

Data Mining Techniques for the Life Sciences

Motivation: A simple and fast algorithm is described that calculates a measure of protrusion (cx) for atoms in protein structures, directly useable with the common molecular graphics programs. Results: A sphere of predetermined radius is centered around each non-hydrogen atom, and the volume occupied by the protein and the free volume within the sphere (internal and external volumes, respectively) are calculated. Atoms in protruding regions have a high ratio (cx) between the external and the internal volume. The program reads a PDB file, and writes the output in the same format, with cx values in the B factor field. Output structure files can be directly displayed with standard molecular graphics programs like RASMOL, MOLMOL, Swiss-PDB Viewer and colored according to cx values. We show the potential use of this program in the analysis of two protein‐protein complexes and in the prediction of limited proteolysis sites in native proteins. Availability: The algorithm is implemented in a standalone program written in C and its source is freely available at ftp.icgeb.trieste.it/pub/CX or on request from the authors.

/pdf/cx-an-algorithm-that-identifies-protruding-atoms-in-proteins-24iknfdqk3.pdf

CX, an algorithm that identifies protruding atoms in proteins.

https://www.cell.com/trends/biochemical-sciences/pdf/S0968-0004(05)00057-5.pdf

When X-rays modify the protein structure: radiation damage at work

The number of water molecules which are expected to be experimentally located by protein crystallography was determined by multiple regression analysis on a test set of 873 known protein crystal structures determined at room temperature and on another set of 33 structures determined at low temperature. The dependence of the number of water molecules included in the protein models as a function of a number of significant regressors, such as resolution, fraction of crystal volume occupied by the solvent, number of residues in the asymmetric unit, fraction of apolar protein surface or secondary structure, has been studied. The number of water molecules included in crystallographic models depends primarily on the resolution at which the structure has been solved, while the temperature of the data collection has only marginal influence. On average, at 2.0 A resolution one water molecule per residue is included in the model, while at 1.0 A resolution about 1.6–1.7 are crystallographically located. At 2.0 A resolution the well known rule-of-thumb of `one water per protein residue' is confirmed, though the number of water molecules experimentally observed is strongly dependent on resolution. The results presented are useful in assessing the quality of a protein crystal structure, in selecting structural results to be compared and in evaluating the expected improvement on the solvent structure when increasing the crystallographic resolution.

How many water molecules can be detected by protein crystallography

The formation of a disulfide bond between adjacent cysteine residues is accompanied by the formation of a tight turn of the protein backbone. In nearly 90% of the structures analyzed a type VIII turn was found. The peptide bond between the two cysteines is in a distorted trans conformation, the omega torsion angle ranges from 159 to -133degrees, with an average value of 171degrees. The constrained nature of the vicinal disulfide turn and the pronounced difference observed between the oxidized and reduced states, suggests that vicinal disulfides may be employed as a 'redox-activated' conformational switch.

Oliviero Carugo

Papers

Data Mining Techniques for the Life Sciences

CX, an algorithm that identifies protruding atoms in proteins.

When X-rays modify the protein structure: radiation damage at work

How many water molecules can be detected by protein crystallography

Vicinal disulfide turns