It's the machine that matters: Predicting gene function and phenotype from protein networks

Increasing knowledge about the organization of proteins into complexes, systems, and pathways has led to a flowering of theoretical approaches for exploiting this knowledge in order to better learn the functions of proteins and their roles underlying phenotypic traits and diseases. Much of this body of theory has been developed and tested in model organisms, relying on their relative simplicity and genetic and biochemical tractability to accelerate the research. In this review, we discuss several of the major approaches for computationally integrating proteomics and genomics observations into integrated protein networks, then applying guilt-by-association in these networks in order to identify genes underlying traits. Recent trends in this field include a rising appreciation of the modular network organization of proteins underlying traits or mutational phenotypes, and how to exploit such protein modularity using computational approaches related to the internet search algorithm PageRank. Many protein network-based predictions have recently been experimentally confirmed in yeast, worms, plants, and mice, and several successful approaches in model organisms have been directly translated to analyze human disease, with notable recent applications to glioma and breast cancer prognosis.     

Non-invasive In-cell Determination of Free Cytosolic [NAD+]/[NADH] Ratios Using Hyperpolarized Glucose Show Large Variations in Metabolic Phenotypes

Accumulating evidence suggest that the pyridine nucleotide NAD has far wider biological functions than its classical role in energy metabolism. NAD is used by hundreds of enzymes that catalyze substrate oxidation and, as such, it plays a key role in various biological processes such as aging, cell death, and oxidative stress. It has been suggested that changes in the ratio of free cytosolic [NAD⁺]/[NADH] reflects metabolic alterations leading to, or correlating with, pathological states. We have designed an isotopically labeled metabolic bioprobe of free cytosolic [NAD⁺]/[NADH] by combining a magnetic enhancement technique (hyperpolarization) with cellular glycolytic activity. The bioprobe reports free cytosolic [NAD⁺]/[NADH] ratios based on dynamically measured in-cell [pyruvate]/[lactate] ratios. We demonstrate its utility in breast and prostate cancer cells. The free cytosolic [NAD⁺]/[NADH] ratio determined in prostate cancer cells was 4 times higher than in breast cancer cells. This higher ratio reflects a distinct metabolic phenotype of prostate cancer cells consistent with previously reported alterations in the energy metabolism of these cells. As a reporter on free cytosolic [NAD⁺]/[NADH] ratio, the bioprobe will enable better understanding of the origin of diverse pathological states of the cell as well as monitor cellular consequences of diseases and/or treatments.     

Comparative analysis of phenotypic and genotypic diversity among plantain landraces (Musa spp., AAB group)

Genetic diversity amongst 76 plantain landraces has been studied using RAPD analysis at two levels of intensity and compared with groupings based on phenotypic indices and morphotype. There was a good correlation (R²=0.78) between estimates of genetic diversity based on 76 RAPD bands and 164 RAPD bands. However, there was a poor correlation between RAPD-based estimates of genetic diversity and a phenotypic index based on agronomic characters. There was also a poor correlation between RAPD analyses and morphotype group (based on bunch type and stature). These results suggest that the traditional designations of plantain landraces based on morphotype do not provide a true reflection of overall genetic divergence. Similarly, classification systems using phenotypic indices based on agronomic characters may not provide accurate taxonomic differentiation. The level of genetic divergence within morphogroups based on bunch type suggests that True Horn plantains are derived from False Horn plantains which in turn are derived from French plantains. Genetic divergence was found to be generally quite low within the plantain landrace genepool, which is consistent with the proposed evolution of this germplasm through somatic mutation of a relatively small number of introductions. However, putative synonyms/duplicates have been shown to be genetically distinct. In contrast, a group of 12 landraces have been identified that are highly distinct from one another (showing 20–35% dissimilarity). Fertile members of this group may be useful for generating genetically diverse 2x and 4x breeding populations that can be used in breeding secondary triploid hybrid plantain varieties. Received: 8 January 2000 / Accepted: 2 March 2000     

人工高盐环境中可培养嗜盐菌的分离与分析

嗜盐菌属于极端微生物中的一种,其结构与理化性质的研究受到国内外同行的关注.国际同行在嗜盐菌的研究领域已经做了大量的工作,而国内的研究工作相对较少.     

模拟失重环境对大肠杆菌K12表型异质性亚群菌株的影响

【背景】我国未来几年深空探索任务将呈"井喷式"发展,微生物对于航天活动的影响越来越引起关注,而国内外少有表型异质性亚群的研究。【目的】从表型异质性的角度探讨低剪切力模拟失重环境(Low-shearmodeledmicrogravity,LSMMG)和低剪切力正常重力环境(Low-shearnormalgravity,LSNG)对大肠杆菌K12造成的影响。【方法】利用旋转细胞培养系统模拟失重环境对大肠杆菌K12进行连续传代培养,从单克隆形态、颜色以及菌体形态等方面挑选出表型异质性的亚群菌株,对不同菌株进行增殖速率、抗生素耐药性、生物被膜形成、环境压力抵抗力以及细胞毒性的测定,以此评估低剪切力和模拟失重环境对大肠杆菌K12的影响。【结果】利用旋转细胞培养系统连续传代培养,总共分离出4株形态不同的表型异质性亚群菌株,其中2株来自模拟失重组(M1,Ma),另外2株来自正常重力对照组(N1,Na);4株亚群与原始菌株(P)相比,在增殖速率、生物被膜形成、环境压力抵抗力和细胞毒性方面均有增强或减弱的明显变化,对于抗生素的耐药性无明显变化。【结论】低剪切力模拟失重环境以及存在低剪切力的正常重力环境均能引起大肠杆菌表型异质性变化,与原始菌株相比,表型异质性亚群菌株在分化上并没有统一的方向,但仍需警惕那些可能对人类造成危害的变化表型。     

Tcl transposition and mutator activity in a Bristol strain of Caenorhabditis elegans

Summary In most strains of Caenorhabditis elegans with a low copy number of Tc1 transposable elements, germline transposition is rare or undetectable. We have observed low-level Tel transposition in the genome of the C. elegans var. Bristol strain KR579 (unc-13[e51]) resulting in an increase in Tc1 copy number and subsequent mutator activity. Examination of genomic blots from KR579 and KR579derived strains revealed that more Tc1-hybridizing bands were present than in other Bristol strains. A novel Tc1-hybridizing fragment was cloned from a KR579-derived strain. Unique sequence DNA flanking the Tc1 element identified a 1.6 kb restriction fragment length difference between the KR579 and N2 strains consistent with a Tc1 insertion at a new genomic site. The site of insertion of this Tel was sequenced and is similar to the published Tel insertion site consensus sequence. Several isolates of KR579 were established and maintained on plates for a period of 3 years in order to determine if Tc1 copy number would continue to increase. In one isolate, KR1787, a further increase in Tc1 copy number was observed. Examination of the KR1787 strain has shown that it also exhibits mutator activity as assayed by the spontaneous mutation frequency at the unc-22 (twitcher) locus. The KR579 strain differs from most low copy number strains in that it exhibits low-level transposition which has developed into mutator activity.     

基于交叉抚育的雄性根田鼠对异性同胞尿气味的识别

通过交叉抚育建立室内繁殖种群,在断奶后（80日龄）分别取这些供体的新鲜尿气味作刺激物,在行为观察箱中观察和记录雄性根田鼠对雌鼠气味的行为反应,以研究根田鼠同胞识别的化学通讯机制。结果表明：①在不同的发育时期（2～70日龄）,雄性同巢同胞与异巢同胞的体重没有显著差异。②雄性根田鼠对雌性同巢非同胞气味的接近潜伏期显著长于对异巢非同胞的接近潜伏期（P〈0．05）,其对异巢非同胞气味的访问时间和嗅舔时间都显著高于同巢非同胞气味（P〈0．05）。③雄性根田鼠对雌性异巢同胞和异巢非同胞气味的不存在明显偏好。其对两者的接近潜伏期、访问频次、访问时间、嗅舔频次和嗅舔时间等行为响应均无显著差异（P〈0．05）。这些结果表明,80日龄时,雄性根田鼠能够识别熟悉和陌生的无亲属关系雌性尿气味,但不能区分陌生的亲属和非亲属,因此,其异性同胞识别的机制为共生熟悉模式。