Is a gene‐centric human proteome project the best way for proteomics to serve biology?

With the recent developments in proteomic technologies, a complete human proteome project (HPP) appears feasible for the first time. However, there is still debate as to how it should be designed and what it should encompass. In “proteomics speak”, the debate revolves around the central question as to whether a gene‐centric or a protein‐centric proteomics approach is the most appropriate way forward. In this paper, we try to shed light on what these definitions mean, how large‐scale proteomics such as a HPP can insert into the larger omics chorus, and what we can reasonably expect from a HPP in the way it has been proposed so far.     

系统生物学——生命科学的新领域

系统生物学是继基因组学、蛋白质组学之后一门新兴的生物学交叉学科,代表21世纪生物学的未来.最近,系统生物学研究机构纷纷成立.在研究上,了解一个复杂的生物系统需要整合实验和计算方法.基因组学和蛋白质组学中的高通量方法为系统生物学发展提供了大量的数据.计算生物学通过数据处理、模型构建和理论分析,成为系统生物学发展的一个必不可缺、强有力的工具.在应用上,系统生物学代表新一代医药开发和疾病防治的方向.     

非模式植物蛋白质组学研究进展

蛋白质组学研究是对基因组学研究的重要补充,它是在蛋白质水平定量、动态、整体性研究生物体。该文简要介绍了蛋白质组学的含义,蛋白质组学及植物蛋白质组学产生的科学背景,蛋白质组学的研究内容。概述了非模式植物蛋白质组学的研究进展,主要包括非模式植物个体及群体蛋白质组学,组织和器官蛋白质组学,亚细胞蛋白质组学,响应环境变化的蛋白质组学以及非模式植物生物环境因子的蛋白质组学的研究情况,同时对植物蛋白质组学的发展前景进行了展望。     

Data‐independent acquisition‐based SWATH‐MS for quantitative proteomics: a tutorial

Many research questions in fields such as personalized medicine, drug screens or systems biology depend on obtaining consistent and quantitatively accurate proteomics data from many samples. SWATH‐MS is a specific variant of data‐independent acquisition (DIA) methods and is emerging as a technology that combines deep proteome coverage capabilities with quantitative consistency and accuracy. In a SWATH‐MS measurement, all ionized peptides of a given sample that fall within a specified mass range are fragmented in a systematic and unbiased fashion using rather large precursor isolation windows. To analyse SWATH‐MS data, a strategy based on peptide‐centric scoring has been established, which typically requires prior knowledge about the chromatographic and mass spectrometric behaviour of peptides of interest in the form of spectral libraries and peptide query parameters. This tutorial provides guidelines on how to set up and plan a SWATH‐MS experiment, how to perform the mass spectrometric measurement and how to analyse SWATH‐MS data using peptide‐centric scoring. Furthermore, concepts on how to improve SWATH‐MS data acquisition, potential trade‐offs of parameter settings and alternative data analysis strategies are discussed.     

水稻抗旱耐盐蛋白质组学研究进展

抗旱耐盐是水稻抗逆研究的重要方向。水稻抗旱耐盐蛋白质组学研究通过观察水稻在干旱和盐胁迫条件下的蛋白质组表达情况,动态分析水稻的蛋白质组变化,使研究的结果和性状联系更紧密,相对于从基因组水平上研究更具实际意义。简要介绍了水稻蛋白质组研究的基本方法和技术并重点叙述了水稻抗旱耐盐蛋白质组研究取得的成果。     

化学基因组学和化学蛋白质组学用于细胞自噬研究

化学基因组学和化学蛋白质组学作为后基因组时代的新技术,是以化学小分子为工具,对细胞的生理过程进行精确干扰,研究有机体和细胞的功能,同时也是新药开发的重要手段。本文综述了化学基因组学和化学蛋白质组学征自噬相关靶点的特异性小分子的发现,及小分子存自噬机理研究中的应用。     

Machine learning in bioinformatics

This article reviews machine learning methods for bioinformatics. It presents modelling methods, such as supervised classification, clustering and probabilistic graphical models for knowledge discovery, as well as deterministic and stochastic heuristics for optimization. Applications in genomics, proteomics, systems biology, evolution and text mining are also shown.     

蛋白质组学中的分离检测技术

10多年来,随着基因组学研究取得的巨大成就,蛋白质组学的研究也得到了突飞猛进的发展,并产生了许多先进的分离检测技术,包括与电泳相关的和非电泳的技术。本就蛋白质组学中的分离检测技术,如双向电泳、差异凝胶电泳、毛细管电泳、液相色谱质谱联用、蛋白质芯片等作一综述。     

Peptidomics, current status

Characterisation of the complement of expressed proteins from a single genome is a central focus of the evolving field of proteomics. Traditional proteomics technologies were developed in the 20th century and are based on two-dimensional electrophoresis or multidimensional liquid chromatography. These facilitated functional genomics analysis, but they currently represent a significant bottleneck to progress in this area. We are now witnessing the development of novel alternative technologies for use in expression proteomics research. This review aims to familiarise the reader with the principles underlying the peptidomics approaches to proteomics research and provide examples of their applications.     

功能基因组学的研究方法

基因组学的研究已从结构基因组学转向功能基因组学,功能基因组学时代对于基因功能的研究也由单一基因转向大规模,批量分析,本综述了功能基因组学的研究内容与方法,主要包括：差异显示反转录PCR,基因表达序列分析（SAGE）,微点阵,遗传足迹法,反求遗传学,蛋白质组学和生物信息学等新方法。     

Pathway Palette: A rich internet application for peptide‐, protein‐ and network‐oriented analysis of MS data

Recent improvements in proteomic technologies have collectively yielded data sets that far exceed the capabilities of typical low‐throughput interpretation strategies. Unfortunately, tools designed to leverage the “peptide‐centric” content of MS‐based proteomics lag the current rate of data production. Here, we describe Pathway Palette ( http://blaispathways.dfci.harvard.edu ), a freely accessible internet application that enables researchers to easily transition from peptides to biological pathways, while simultaneously retaining the qualitative and quantitative aspects of the underlying MS data.     

植物功能基因组学研究进展

植物基因组研究已经由以全基因组测序为目标的结构基因组学转向以基因功能鉴定为目标的功能基因组学研究.本简要介绍了植物功能基因组的主要研究方法,如基因表达系列分析法、表达序列标签法、差异表达谱基因芯片法、蛋白质组学分析法以及生物信息学等及其研究现状,并展望了植物功能基因组学的应用前景.     

丝状真菌蛋白质组学研究进展

丝状真菌不仅是致病菌,而且在异源表达工业酶、化学制品以及药物活性物质中发挥着越来越重要的作用。随着人类基因组计划的实施和推进,生命科学研究已进入了功能基因组时代,特别是蛋白质组学,在蛋白质水平对丝状真菌细胞生命过程中蛋白质功能和蛋白质之间的相互作用以及特殊条件下的变化机制进行研究,对生命的复杂活动进行深入而又全面的认识也为丝状真菌工业酶制剂和重组药物的开发提供广阔的创新空间。本文综述了蛋白质组学的研究内容和方法,总结了其在丝状真菌致病菌、抗生素产生菌和纤维素酶产生菌中的应用现状。不同层次的功能基因组学分析可以从各个角度掌握生物体的代谢网络和调控机制,本文还对蛋白质组学以及功能基因组学各部分内容的整合运用进行了展望。     

Contribution of genomics and proteomics in understanding the role of modifying factors in Parkinson's disease

Parkinson's disease (PD) is a complex neurological disorder, characterized by selective degeneration of nigrostriatal dopaminergic neurons. It is a multi-factorial disease, contributed by a combination of age, genetic and environmental factors. Etiology of sporadic PD and mechanism underlying selective loss of dopaminergic neurons has not yet been clearly understood. Recent developments in genomics and proteomics have revolutionized the research on PD at genetic level. Differential gene expression patterns (DNA biochip technology), age-dependent complex genetic patterns (SNP genotyping), and protein expression profiles (proteomics) of PD patients have started providing the specific and rigorous molecular explanation and role of modifying factors in PD. Genomics and proteomics are further expected to help in developing biomarkers for diagnosis of early onset PD and also to develop valuable and potential therapeutic strategies for its treatment. In this review, we have discussed the progress made by genomics and proteomics, in understanding the role of modifying factors in PD.     

Advances in quantitative proteomics

Large-scale protein quantification has become a major proteomics application in many areas of biological and medical research. During the past years, different techniques have been developed, including gel-based such as differential in-gel electrophoresis (DIGE) and liquid chromatography-based such as isotope labeling and label-free quantification. These quantitative proteomics tools hold significant promise for biomarker discovery, diagnostic and therapeutic applications. They are also important for research in functional genomics and systems biology towards basic understanding of molecular networks and pathway interactions. In this review, we summarize current technologies in quantitative proteomics and discuss recent applications of the technologies.     

果树代谢组学研究进展

果树代谢组学是继基因组学、蛋白质组学之后又一新兴的组学技术,主要是从代谢水平研究果树整体或局部代谢物变化差异,帮助发现新功能基因和了解代谢网络。目前果树代谢组学研究刚刚起步,相关研究相对较少,该文介绍了果树代谢组学的主要研究内容与方法以及在果树上的相关应用。     

Exploring the post-genomic world: differing explanatory and manipulatory functions of post-genomic sciences

Richard Lewontin proposed that the ability of a scientific field to create a narrative for public understanding garners it social relevance. This article applies Lewontin's conceptual framework of the functions of science (manipulatory and explanatory) to compare and explain the current differences in perceived societal relevance of genetics/genomics and proteomics. We provide three examples to illustrate the social relevance and strong cultural narrative of genetics/genomics for which no counterpart exists for proteomics. We argue that the major difference between genetics/genomics and proteomics is that genomics has a strong explanatory function, due to the strong cultural narrative of heredity. Based on qualitative interviews and observations of proteomics conferences, we suggest that the nature of proteins, lack of public understanding, and theoretical complexity exacerbates this difference for proteomics. Lewontin's framework suggests that social scientists may find that omics sciences affect social relations in different ways than past analyses of genetics.     

环境基因组学的研究进展

本文系统地介绍了环境基因组学的基本概念和主流技术平台,及其在环境污染控制、健康风险检测与评价等方面地应用．并阐释了环境基因组学与环境蛋白组学、生物信息学之间的关系。环境基因组学在生物基因组水平上揭示了环境污染物与生物之间的相互作用,为维护人体与环境健康,进行分子水平遗传物质的检测与调控。奠定了理论基础与技术支持,目前已经成为控制环境污染,提高人体与环境健康质量的重要议题。     

The proteomes of feedstocks used for the production of second‐generation ethanol: a lacuna in the biofuel era

Maize, sorghum, sugarcane, switchgrass and miscanthus are the main crops suggested as potential sources of lignocellulosic biomass for the production of second‐generation ethanol. The attention these crops have received has been concentrated in the field of genomics, and very little research has been performed in the field of proteomics, particularly in the cell wall proteomic, despite the importance of these crops in biofuel production. New mass spectrometry‐based proteomic methods allow the identification and quantification of thousands of proteins in complex mixtures, as well as the detection of post‐translational changes in complex proteomes, providing important insight into the downstream consequences of gene expression. Together with other ‘omic’ approaches, proteomic might be decisive to bring new information in the study of cell wall formation. Here, we briefly highlight proteomic techniques and review the research that has been completed on the proteomes of these five crops.