MCS: A Method for Finding the Number of Clusters

This paper proposes a maximum clustering similarity (MCS) method for determining the number of clusters in a data set by studying the behavior of similarity indices comparing two (of several) clustering methods. The similarity between the two clusterings is calculated at the same number of clusters, using the indices of Rand (R), Fowlkes and Mallows (FM), and Kulczynski (K) each corrected for chance agreement. The number of clusters at which the index attains its maximum is a candidate for the optimal number of clusters. The proposed method is applied to simulated bivariate normal data, and further extended for use in circular data. Its performance is compared to the criteria discussed in Tibshirani, Walther, and Hastie (2001). The proposed method is not based on any distributional or data assumption which makes it widely applicable to any type of data that can be clustered using at least two clustering algorithms.     

乳腺癌血清多肽图研究

乳腺癌一直是全世界范围内威胁妇女健康的恶性疾病, 尽管人们已经进行了大量的研究以减少乳腺癌对人类的危害, 但是乳腺癌仍然是目前导致死亡的恶性肿瘤之一. 乳腺癌的早期发现对于患者的愈后与生存意义重大, 可以明显提高病人生存时间、降低病人的死亡率. 据统计, 在过去的5年里, 早期诊断每年可减少3.2%因乳腺癌死亡的患者. 然而研究表明, 目前常用的乳腺癌诊断技术, 如乳腺X射线摄影和乳房检查均无法诊断出40%的早期乳癌患者和大多数年轻女性的乳腺肿瘤. 因此在乳腺癌临床治疗中, 急需发展新型的高效诊断技术.     

GaInP/GaAs/Ge三结叠层光电池光谱响应的温度特性

利用金属有机物化学气相沉积法(MOCVD)制备了转化效率达27.1%的GaInP/GaAs/Ge三结叠层电池, 并对其光谱响应的温度特性进行了测量研究. 通过光谱响应曲线观察到各子电池的吸收边随温度升高发生红移, 这主要归因于电池材料禁带宽度的变窄效应. 根据光谱响应数据计算得到的GaInP/GaAs/Ge叠层电池各子电池在室温下的短路电流密度分别为12.9, 13.7和17 mA/cm², 且叠层电池的短路电流密度的温度系数为8.9 μA/(cm²·℃). 最后, 根据叠层电池的串联结构推导了其电压温度系数为-6.27 mV/℃.     

Predictability of Plastic Parts Behaviour Made from Rapid Manufacturing

One of the most important issues to resolve in parts manufactured from rapid manufacturing (RM) technologies is to know their behavior working under real conditions. Total quality manufacturing (TQM) is only possible if mechanical properties are well known in the design stage depending on the processing parameters. This work is mainly focused on testing of several samples made with different selective laser sintering (SLS) parameters and technologies. This procedure is the starting point to establish a basis for designing for RM and the standardization of RM testing. The experiments and the analysis of variance (ANOVA) analyzed the effects of several factors on mechanical properties. The SLS technologies were 3DSystem and EOS. The results show which factor has a large effect on the variables and the interaction between them. The conclusions are very useful for developing rules for designing (designing for RM) and creating new standard rules (ISO, AISI, and DIN) for RM materials and parts testing. The ANOVA gives a better knowledge of the effects of these factors and eliminates unimportant parameters.     

Baclofen prevents rapid amygdala kindling in adult rats

This study investigates the effect of the gamma-aminobutyric acid (GABA_B) agonist, baclofen, on amygdala kindling in adult rats. Baclofen has been reported to be anticonvulsant in a variety of seizure models and prevents kindling in immature rats. These experiments describe the effects of baclofen (2, 5 and 10 mg/kg, i.p.) on the afterdischarge threshold and kindling rate. Baclofen, 10 mg/kg, significantly increased the afterdischarge threshold in the amygdala. Baclofen at 5 and 10 mg/kg, retarded the rate of kindling as measured by the number of stimuli required to advance to subsequent seizure stages. These results suggest that baclofen may decrease the local excitability of the amygdala and retard the rate of seizure spread (or generalization) throughout the brain. Baclofen, acting at GABA_B receptors exerts an anticonvulsant effect on amygdala kindling in these experiments.     

A morphometric study of spermatogenesis in the testes of mice of a senescence accelerated strain

The morphometric parameters of spermatogenic cells in a mouse strain prone to accelerated senescence (SAM-P), a novel murine model of spontaneously promoted aging, were compared with those of a SAM resistant strain (SAM-R) after birth until 40 weeks (mean life span of SAM-P). A mixture of gonocytes and spermatogonia were present in the testis in 1-week-old mice, and no gonocytes were observed in 2-week-old mice. At 6 weeks of age, the absolute number of spermatogonia in SAM-P was 27% greater than that in SAM-R, whereas the cell number in 40-week-old SAM-P was 17% less than in SAM-R. Primary spermatocytes were first observed in 3-week-old animals, and the cell numbers in SAM-P at 3, 5 and 6 weeks were 78%, 31% and 25%, respectively, greater than in SAM-R, whereas the cell number in SAM-P at 40 weeks was 30% less than SAM-R. Round spermatids were first observed in all SAM-P at 4 weeks old, but 20% of SAM-r had no spermatids and the rest had only a few. At 5 and 6 weeks old, the absolute numbers of round spermatids in SAM-P was about 34% and 41%, respectively, greater than in SAM-R, whereas the cell number in 40-week-old SAM-P was about 34% less than SAM-R. These results indicate that testicular maturation begins at an earlier age in SAM-P than SAM-R. Furthermore, at the age of 40 weeks signs of testicular deterioration are evident in SAM-P mice only     

碘放射性核素在土壤－蔬菜系统中的转移系数

人工引入核电站排放的关键核素￣（１３１）Ｉ，采用γ能谱和总β计数两种方法确定核素在土壤－蔬菜系统中的转移系数。测得核素不同迁移时间、不同生长期的蔬菜、以及土壤中不同核素浓度等各种情况下的转移系数。给出转移系数的频数分布及变异性。γ能谱法测得的￣（１３１）Ｉ在广东土壤－蔬菜系统中转移系数的观察值范围为１．２８×１０￣（－２）～２．１０×１０￣（－１），几何平均值为５．０５×１０￣（－２），几何标准偏差为１．９６．实验中观察到蔬菜棵株大小、不同气候条件等因素对转移系数的影响。     

In vitro development ofXenopus skin glands producing 5-hydroxytryptamine and caerulein

The granular glands of amphibian skin synthesize and store a large amount of bioactive amines and peptides which are structurally similar to mammalian brain-gut peptides. To investigate the development of peptide- and amine-producing cells in the granular glands, pieces of dorsal skin taken at various stages fromXenopus laevis tadpoles were cultured, and the contents of caerulein and 5-hydroxytryptamine (5-HT) were measured. When pieces of skin from tadpoles at stages 57 to 60 (Nieuwkoop and Faber stages) were cultured in a medium containing 10% fetal calf serum (FCS medium) or one containing FCS treated with charcoal (chFCS medium), the caerulein and 5-HT levels were increased for the six days of the incubation period. The caerulein content was lower in the chFCS medium than in the FCS medium. Addition of thyroxine to the chFCS medium had no significant effect on the caerulein content. These results show that the caerulein-and 5-HT-producing cells of the granular glands can develop in a culture system with FCS- or chFCS-containing media, and suggest that FCS contains substances which are absorbed by charcoal and stimulate development of the amine- and peptideproducing cells of the glands. In a preliminary search for correlation between caerulein and 5-HT synthesis, addition of 5-hydroxytryptophan (5-HTP), a precursor to 5-HT, to the FCS medium increased 5-HT content and, conversely, caused significant decrease in caerulein content, suggesting that accumulation of caerulein in the granular glands is influenced by the amount of 5-HT synthesis. These studies indicate that this culture system is a useful model for investigating the development of peptide- and amine-producing cells.     

C_(301)铜基催化剂上CO、CO_2和H_2合成甲醇反应模式的研究

目前,由CO、CO_2和H_3合成甲醇反应的模式尚未能得出一致的观点。分歧主要在于合成过程中CO_2的作用。至七十年代中期,看法较为一致的模式为近年来,苏联学者采用动力学实验法和同位索示踪原子法对苏产CHM-1铜基催化剂进行研究,提出了另一种模式因而,为阐明甲醇合成反应模式,就必须阐明究竟甲醇是由CO、还是由CO_2 直接生成的。这不仅对于甲醇合成过程的优化,而且也对含CO_2工业废气的综合利用都是有意义的。本文在对国产C_(301)(Cu,ZnO和Al_2O_3组成)铜基催化剂进行动力学考察的基础上,研究CO_2在合成甲醇反应过程中的作用。实验压力5MP3,温度218—260℃,接触时间0.16—3.5秒,分别对仅含CO_2或CO和含CO、CO_2三种起始反应混合物气体进行了合成甲醇反应动力学行为的实验测定。结果表明:反应是一复杂的过程。对于含CO_2、H_2、Ar的混合物,由CO_2可以直接合成甲醇, 对含CO、H_2和Ar的混合物,甲醇由CO直接合成;而对既含CO_2又含CO 的混合物,甲醇同时由CO和CO_2合成。     

The extent of linkage disequilibrium in Arabidopsis thaliana.

Linkage disequilibrium (LD), the nonrandom occurrence of alleles in haplotypes, has long been of interest to population geneticists. Recently, the rapidly increasing availability of genomic polymorphism data has fueled interest in LD as a tool for fine-scale mapping, in particular for human disease loci. The chromosomal extent of LD is crucial in this context, because it determines how dense a map must be for associations to be detected and, conversely, limits how finely loci may be mapped. Arabidopsis thaliana is expected to harbor unusually extensive LD because of its high degree of selfing. Several polymorphism studies have found very strong LD within individual loci, but also evidence of some recombination. Here we investigate the pattern of LD on a genomic scale and show that in global samples, LD decays within approximately 1 cM, or 250 kb. We also show that LD in local populations may be much stronger than that of global populations, presumably as a result of founder events. The combination of a relatively high level of polymorphism and extensive haplotype structure bodes well for developing a genome-wide LD map in A. thaliana.