BEguider:一个单碱基编辑器sgRNA设计与编辑效率预测工具

单碱基编辑器是实用且高效的基因编辑工具,其编辑效率与单向导RNA(single guide RNA, sgRNA)序列的设计密切相关。目前单碱基编辑器sgRNA序列的设计缺少特定的法则,主要依靠经验和大量尝试完成。本研究基于卷积神经网络,开发了一个单碱基编辑器sgRNA序列设计工具BEguider。BEguider利用TensorFlow 2深度学习框架建立编辑效率预测模型,能够在人基因组范围内针对NGG PAM序列依赖的单碱基编辑器ABE7.10-NGG和BE4-NGG批量设计sgRNA序列,预测编辑效率。此外,通过整合Cas-OFFinder, BEguider能够提供对sgRNA脱靶情况的评估。利用BEguider设计sgRNA序列,有助于研究人员提高实验效率,节约实验成本。     

One-step base editing in multiple genes by direct embryo injection for pig trait improvement

Science China Life Sciences - The precise and simultaneous acquisition of multiple beneficial alleles in the genome is in great demand for the development of elite pig breeders. Cytidine base...     

Motif programming: a microgene-based method for creating synthetic proteins containing multiple functional motifs

The presence of peptide motifs within the proteins provides the synthetic biologist with the opportunity to fabricate novel proteins through the programming of these motifs. Here we describe a method that enables one to combine multiple peptide motifs to generate a combinatorial protein library. With this method, a set of sense and antisense oligonucleotide primers were prepared. These primers were mixed and polymerized, so that the resultant DNA consisted of combinatorial polymers of multiple microgenes created from the stochastic assembly of the sense and antisense primers. With this motif-mixing method, we prepared a protein library from the BH1-4 motifs shared among Bcl-2 family proteins. Among the 41 clones created, 70% of clones had a stable, presumably folded expression product in human cells, which was detectable by immunohistochemistry and western blot. The proteins obtained varied with respect to both the number and the order of the four motifs. The method enables homology-independent polymerization of DNA blocks that coded motif sequences, and the frequency of each motif within a library can be adjusted in a tailor-made manner. This motif programming has a potential for creating a library with a large proportion of folded/functional proteins.     

The polarity of editing within a multiple gRNA-mediated domain is due to formation of anchors for upstream gRNAs by downstream editing.

Seventeen kinetoplast minicircle-encoded and nine maxicircle-encoded gRNA genes have been identified. Six overlapping minicircle-encoded gRNAs mediate editing for the 5'-pan-edited MURF4 gene and two for the 5'-edited COIII gene. The pan-edited RPS12 mRNA is edited by seven minicircle-encoded gRNAs and one maxicircle-encoded gRNA. The 3'-most gRNA in each domain forms an anchor with unedited mRNA, whereas upstream gRNAs form anchors only with edited mRNA, thereby explaining the observed 3' to 5' polarity of editing within an editing domain. We suggest that a role of G-U base pairs is to allow breathing of the edited mRNA-gRNA hybrid and formation of the upstream anchor hybrid.     

Adult mesenchymal stem cells: a pluripotent population with multiple applications

Mesenchymal stem cells (MSCs) have been isolated not only from bone marrow, but also from many other tissues such as adipose tissue, skeletal muscle, liver, brain and pancreas. Because MSC were found to have the ability to differentiate into cells of multiple organs and systems such as bone, fat, cartilage, muscle, neurons, hepatocytes and insulin-producing cells, MSCs have generated a great deal of interest for their potential use in regenerative medicine and tissue engineering. Furthermore, given the ease of their isolation and their extensive expansion rate and differentiation potential, mesenchymal stem cells are among the first stem cell types that have a great potential to be introduced in the clinic. Finally, mesenchymal stem cells seem to be not only hypoimmunogenic and thus be suitable for allogeneic transplantation, but they are also able to produce immunosuppression upon transplantation. In this review we summarize the latest research in the use of mesenchymal stem cells in transplantation for generalized diseases, local implantation for local tissue defects, and as a vehicle for genes in gene therapy protocols.     

Health patterns associated with type A behavior: a managerial population.

Type A Behavior is a behavioral syndrome found to be related to coronary heart disease and characterized by excessive drive, ambition, and competitiveness. Managers from 12 different companies were examined for this syndrome and for a number of the known risk factors in coronary heart disease (blood pressure, cholesterol, triglycerides, uric acid, smoking, and fitness). Those individuals exhibiting extreme Type A Behavior (Type A) showed significantly higher blood pressure (systolic and diastolic) and higher cholesterol and triglyceride levels. A greater percentage of these individuals were cigarette smokers. On serum uric acid there were no differences. In each age group, Type A's were less interested in exercise, although differences in cardio-respiratory fitness were found only in the oldest age group. Type A Behavior also was related to age, education, company growth rates, and stress symptoms. Overall, the Type A1's were found to be higher on a number of risk factors known to be associated with coronary heart disease. With regard to the Type A2's (individuals with less developed Type A Behavior), the findings were not conclusive.     

XRCC1 interactions with multiple DNA glycosylases: a model for its recruitment to base excision repair

Repair of chemically modified bases in DNA is accomplished through base excision repair (BER). This pathway is initiated by a specific DNA glycosylase that recognizes and excises the altered base to yield an abasic (AP) site. After cleavage of the AP site by APE1, repair proceeds through re-synthesis and ligation steps. In mammalian cells, the XRCC1 protein, essential for the maintenance of genomic stability, is involved in both base excision and single-strand break repair. XRCC1 participates in the first step of BER by interacting with the human DNA glycosylases hOGG1 and NEIL1. To analyze the possibility of a general mechanism involving the interaction of XRCC1 with DNA glycosylases we used XRCC1 to pull-down DNA glycosylases activities from human cell extracts. XRCC1 co-purifies with DNA glycosylase activities capable of excising hypoxanthine and dihydrothymine, in addition to 8-oxoguanine, but not uracil. Biochemical analyses with the purified proteins confirmed the interactions between XRCC1 and MPG, hNTH1 or hNEIL2. Furthermore, XRCC1 stimulates the activities of these enzymes. In vivo localization studies show that after genotoxic treatments these DNA glycosylases can be found associated with XRCC1 foci. Our results support a BER model in which XRCC1 is recruited to the repair of alkylated or oxidized bases by the enzyme recognizing the lesion. XRCC1 would then coordinate the subsequent enzymatic steps and modulate the activities of all the proteins involved.     

Production of a mutant of large-scale loach Paramisgurnus dabryanus with skin pigmentation loss by genome editing with CRISPR/Cas9 system

CRISPR/Cas9 system has been developed as a highly efficient genome editing technology to specifically induce mutations in a few aquaculture species. In this study, we described induction of targeted gene (namely tyrosinase, tyr) mutations in large-scale loach Paramisgurnus dabryanus, an important aquaculture fish species and a potential model organism for studies of intestinal air-breathing function, using the CRISPR/Cas9 system. Tyr gene in large-scale loach was firstly cloned and then its expressions were investigated. Two guide RNAs (gRNAs) were designed and separately transformed with Cas9 in the loach. 89.4% and 96.1% of injected loach juveniles respectively displayed a graded loss of pigmentation for the two gRNAs, in other words, for target 1 and target 2. We classified the injected loach juveniles into five groups according to their skin color phenotypes, including four albino groups and one wild-type-like group. And one of them was clear albino group, which was of high ornamental and commercial value. More than 50 clones for each albino transformant with a visible phenotype in each target were randomly selected and sequenced. Results obtained here showed that along with the increase of pigmentation, wild-type alleles appeared in the injected loach juveniles more often and insertion/deletion alleles less frequently. This study demonstrated that CRISPR/Cas9 system could be practically performed to modify large-scale loach tyr to produce an albino mutant of high ornamental and commercial value, and for the first time showed successful use of the CRISPR/Cas9 system for genome editing in a Cobitidae species.

     

Enhanced understanding of infectious diseases by fusing multiple datasets: a case study on malaria in the Western Brazilian Amazon region

Background

A common challenge to the study of several infectious diseases consists in combining limited cross-sectional survey data, collected with a more sensitive detection method, with a more extensive (but biased) syndromic sentinel surveillance data, collected with a less sensitive method. Our article describes a novel modeling framework that overcomes this challenge, resulting in enhanced understanding of malaria in the Western Brazilian Amazon.

Methodology/Principal Findings

A cohort of 486 individuals was monitored using four cross-sectional surveys, where all participants were sampled regardless of symptoms (aggressive-active case detection), resulting in 1,383 microscopy and 1,400 polymerase chain reaction tests. Data on the same individuals were also obtained from the local surveillance facility (i.e., passive and active case detection), totaling 1,694 microscopy tests. Our model accommodates these multiple pathogen and case detection methods. This model is shown to outperform logistic regression in terms of interpretability of its parameters, ability to recover the true parameter values, and predictive performance. We reveal that the main infection determinant was the extent of forest, particularly during the rainy season and in close proximity to water bodies, and participation on forest activities. We find that time residing in Acrelandia (as a proxy for past malaria exposure) decreases infection risk but surprisingly increases the likelihood of reporting symptoms once infected, possibly because non-naïve settlers are only susceptible to more virulent Plasmodium strains. We suggest that the search for asymptomatic carriers should focus on those at greater risk of being infected but lower risk of reporting symptoms once infected.

Conclusions/Significance

The modeling framework presented here combines cross-sectional survey data and syndromic sentinel surveillance data to shed light on several aspects of malaria that are critical for public health policy. This framework can be adapted to enhance inference on infectious diseases whenever asymptomatic carriers are important and multiple datasets are available.     

Nucleic acid model building: the multiple backbone solutions associated with a given base morphology

A constrained model building procedure is used to generate nucleic acid structures of the familiar A-, B-, and Z-DNA duplexes. Attention is focused upon the multiple structural solutions associated with the arrangements of nucleic acid base pairs rather than the optimum sugar-phosphate structure. The glycosyl (chi) and sugar torsions (both the ring puckering and the exocyclic C5'-C4' (psi) torsion) are treated as independent variables and the resulting O3'...O5' distances are used as closure determinants. When such distances conform to the known geometry of phosphate chemical bonding, an intervening phosphorus atom with correct C-O-P valence angles can be located. Four sequential torsion angles--phi', omega', omega and phi--about the C3'-O3'-P-O5'-C5' bonds are then obtained as dependent variables. The resulting structures are categorized in terms of conformation, ranked in potential energy, and analyzed for torsional correlations. The numerical results are quite interesting with implications regarding nucleic acid models constructed to fit less than ideal experimental data. The multiple solutions to the problem are useful for comprehending the conformational complexities of the local sugar-phosphate backbone and for understanding the transitions between different helical forms. According to these studies, unique characterization of a nucleic acid duplex involves more than the determination of its base pair morphology, its sugar puckering preferences, or its groove binding features.     

A multiplexed,three-dimensional pooling and next-generation sequencing strategy for creating barcoded mutant arrays: construction of a Schizosaccharomyces pombe transposon insertion library

Arrayed libraries of defined mutants have been used to elucidate gene function in the post-genomic era. Yeast haploid gene deletion libraries have pioneered this effort, but are costly to construct, do not reveal phenotypes that may occur with partial gene function and lack essential genes required for growth. We therefore devised an efficient method to construct a library of barcoded insertion mutants with a wider range of phenotypes that can be generalized to other organisms or collections of DNA samples. We developed a novel but simple three-dimensional pooling and multiplexed sequencing approach that leveraged sequence information to reduce the number of required sequencing reactions by orders of magnitude, and were able to identify the barcode sequences and DNA insertion sites of 4391 Schizosaccharomyces pombe insertion mutations with only 40 sequencing preparations. The insertion mutations are in the genes and untranslated regions of nonessential, essential and noncoding RNA genes, and produced a wider range of phenotypes compared to the cognate deletion mutants, including novel phenotypes. This mutant library represents both a proof of principle for an efficient method to produce novel mutant libraries and a valuable resource for the S. pombe research community.     

Proofreading in trans by an aminoacyl-tRNA synthetase: a model for single site editing by isoleucyl-tRNA synthetase.

Editing of errors in amino acid selection by an aminoacyl-tRNA synthetase prevents attachment of incorrect amino acids to tRNA, thereby greatly enhancing accuracy of translation of the genetic code. Editing of the non-protein amino acid homocysteine, a frequent type of an error-correcting process, involves reaction of the side chain sulfhydryl group of homocysteine with its activated carboxyl group forming a cyclic thioester, homocysteine thiolactone. Here, it is shown that isoleucyl-tRNA synthetase (IleRS), which occasionally misactivates homocysteine in vitro and in vivo, catalyzes reactions of activated isoleucine with organic thiols (analogues of the side chain of homocysteine). That these enzymatic reactions occur between Ile-tRNAIle or Ile-AMP (bound in the synthetic sub-site) and a thiol (an analogue of the side chain of homocysteine, bound in the editing sub-site), indicates that the two sub-sites are physically close on the surface of IleRS, forming a single synthetic/editing active site of the enzyme. Although IleRS.Val-AMP undergoes thiolysis as efficiently as do IleRS.Ile-AMP and IleRS.Ile-tRNAIle, IleRS.Val-tRNAIle does not react with thiols. These and other data suggest that the mischarged valine residue in IleRS.Val-tRNAIle is, most likely, positioned off the enzyme.     

ProtIdent: a web server for identifying proteases and their types by fusing functional domain and sequential evolution information

Proteases are vitally important to life cycles and have become a main target in drug development. According to their action mechanisms, proteases are classified into six types: (1) aspartic, (2) cysteine, (3) glutamic, (4) metallo, (5) serine, and (6) threonine. Given the sequence of an uncharacterized protein, can we identify whether it is a protease or non-protease? If it is, what type does it belong to? To address these problems, a 2-layer predictor, called "ProtIdent", is developed by fusing the functional domain and sequential evolution information: the first layer is for identifying the query protein as protease or non-protease; if it is a protease, the process will automatically go to the second layer to further identify it among the six types. The overall success rates in both cases by rigorous cross-validation tests were higher than 92%. ProtIdent is freely accessible to the public as a web server at http://www.csbio.sjtu.edu.cn/bioinf/Protease.     

The quest for a null model for macroecological patterns: geometry of species distributions at multiple spatial scales

There have been several attempts to build a unified framework for macroecological patterns. However, these have mostly been based either on questionable assumptions or have had to be parameterized to obtain realistic predictions. Here, we propose a new model explicitly considering patterns of aggregated species distributions on multiple spatial scales, the property which lies behind all spatial macroecological patterns, using the idea we term 'generalized fractals'. Species' spatial distributions were modelled by a random hierarchical process in which the original 'habitat' patches were randomly replaced by sets of smaller patches nested within them, and the statistical properties of modelled species assemblages were compared with macroecological patterns in observed bird data. Without parameterization based on observed patterns, this simple model predicts realistic patterns of species abundance, distribution and diversity, including fractal-like spatial distributions, the frequency distribution of species occupancies/abundances and the species–area relationship. Although observed macroecological patterns may differ in some quantitative properties, our concept of random hierarchical aggregation can be considered as an appropriate null model of fundamental macroecological patterns which can potentially be modified to accommodate ecologically important variables.     

'Crystal lattice engineering,' an approach to engineer protein crystal contacts by creating intermolecular symmetry: crystallization and structure determination of a mutant human RNase 1 with a hydrophobic interface of leucines

A protein crystal lattice consists of surface contact regions, where the interactions of specific groups play a key role in stabilizing the regular arrangement of the protein molecules. In an attempt to control protein incorporation in a crystal lattice, a leucine zipper-like hydrophobic interface (comprising four leucine residues) was introduced into a helical region (helix 2) of the human pancreatic ribonuclease 1 (RNase 1) that was predicted to form a suitable crystallization interface. Although crystallization of wild-type RNase 1 has not yet been reported, the RNase 1 mutant having four leucines (4L-RNase 1) was successfully crystallized under several different conditions. The crystal structures were subsequently determined by X-ray crystallography by molecular replacement using the structure of bovine RNase A. The overall structure of 4L-RNase 1 is quite similar to that of the bovine RNase A, and the introduced leucine residues formed the designed crystal interface. To characterize the role of the introduced leucine residues in crystallization of RNase 1 further, the number of leucines was reduced to three or two (3L- and 2L-RNase 1, respectively). Both mutants crystallized and a similar hydrophobic interface as in 4L-RNase 1 was observed. A related approach to engineer crystal contacts at helix 3 of RNase 1 (N4L-RNase 1) was also evaluated. N4L-RNase 1 also successfully crystallized and formed the expected hydrophobic packing interface. These results suggest that appropriate introduction of a leucine zipper-like hydrophobic interface can promote intermolecular symmetry for more efficient protein crystallization in crystal lattice engineering efforts.     

Tribolium Wnts: evidence for a larger repertoire in insects with overlapping expression patterns that suggest multiple redundant functions in embryogenesis

Wingless (wg)/Wnt family genes encode secreted glycoproteins that function as signalling molecules in the development of vertebrates as well as invertebrates. In a survey of Wnt family genes in the newly sequenced Tribolium genome, we found a total of nine Wnt genes. In addition to wg or Wnt1, Tribolium contains orthologs of the vertebrate Wnt5-7 and Wnt9-11 genes. As in Drosophila, Wnt1, Wnt6 and Wnt10 are clustered in the genome. Comparative genomics indicates that Wnt9 is also a conserved member of this cluster in several insects for which genome sequence is available. One of the Tribolium Wnt genes appears to be a member of the WntA family, members of which have been identified in Anopheles and other invertebrates but not in Drosophila or vertebrates. Careful phylogenetic examination suggests an Apis Wnt gene, previously identified as a Wnt4 homolog, is also a member of the WntA family. The ninth Tribolium Wnt gene is related to the diverged Drosophila WntD gene, both of which phylogenetically group with Wnt8 genes. Some of the Tribolium Wnt genes display multiple overlapping expression patterns, suggesting that they may be functionally redundant in segmentation, brain, appendage and hindgut development. In contrast, the unique expression patterns of Wnt5, Wnt7 and Wnt11 in developing appendages likely indicate novel functions.     

Serial SimCoal: a population genetics model for data from multiple populations and points in time

SUMMARY: We present Serial SimCoal, a program that models population genetic data from multiple time points, as with ancient DNA data. An extension of SIMCOAL, it also allows simultaneous modeling of complex demographic histories, and migration between multiple populations. Further, we incorporate a statistical package to calculate relevant summary statistics, which, for the first time allows users to investigate the statistical power provided by, conduct hypothesis-testing with, and explore sample size limitations of ancient DNA data. AVAILABILITY: Source code and Windows/Mac executables at http://www.stanford.edu/group/hadlylab/ssc.html CONTACT: senka@stanford.edu.     

MuSiC: a tool for multiple sequence alignment with constraints

SUMMARY: MuSiC is a web server to perform the constrained alignment of a set of sequences, such that the user-specified residues/nucleotides are aligned with each other. The input of the MuSiC system consists of a set of protein/DNA/RNA sequences and a set of user-specified constraints, each with a fragment of residue/nucleotide that (approximately) appears in all input sequences. The output of MuSiC is a constrained multiple sequence alignment in which the fragments of the input sequences whose residues/nucleotides exhibit a given degree of similarity to a constraint are aligned together. The current MuSiC system is implemented in Java language and can be accessed via a simple web interface. AVAILABILITY: http://genome.life.nctu.edu.tw/MUSIC     

Different growth patterns of a cancer cell population as a function of its starting growth characteristics: analysis by mathematical modelling

The growth kinetics of a cancer cell population as a function of the total number of cells and the proportion of proliferating and resting cells at the beginning of the growth has been analysed by a mathematical model. The model takes into account the processes of cell division, death and transition from proliferation to rest and backwards. It is shown that a single cell population growing under the same environmental conditions has an extremely broad spectrum of growth patterns. The whole multiplicity of possible growth patterns has been determined by the inherent cellular growth characteristics of the population, while the growth pattern actually realized of the variety of growth curves depends on the total number of cells and the proportion of proliferating and resting cells at the initial moment of growth. The model is shown to provide a good prediction of experimentally measured kinetics of regrowth of tumour cells subcultured after various times of the growth in unfed cultures, and the kinetics of tumour cell growth after severe hypoxia. The role of cell transitions between proliferating and resting stages in the problem of growth control is discussed.