Brown drug substance color investigation in cell culture manufacturing using chemically defined media: A case study

Drug substance (DS) color is an important quality attribute for release, stability and comparability studies of biologics. With the increase of DS concentrations and biologics pipelines made in chemically defined media, atypical DS color other than colorless or pale yellow has been recently reported in the biopharmaceutical industry. We recently observed a brown DS color in manufacturing. Although analytical characterization data indicated that the brown color DS had no major quality issue, it is necessary to find the root cause and reduce DS color to ease placebo design for clinical use. It was demonstrated that the brown color was caused by the chemically defined basal medium containing high levels of iron and vitamin B12 (VB12) regardless of cell lines. Iron caused tryptophan oxidation in the protein to form N-formylkynurenine and kynurenine products, which likely contributed to a yellow DS color. A pink DS color was caused by the residual VB12 bound to DS. The brown color was the result of the combinatory effect of yellow and pink colors. Finally a modified basal medium was developed to produce a pale yellow DS in manufacturing.     

Human Health Risk Assessment of Soils Contaminated with Metal(loid)s by Using DGT Uptake: A Case Study of a Former Korean Metal Refinery Site

The human health risk of soils contaminated with As, Pb, Cu, and Zn was evaluated based on pseudo-total concentrations of metal(loid)s, the physiologically based extraction test (PBET), and diffusive gradients in thin films (DGT). Non-carcinogenic (NCR) and carcinogenic (CR) risks exceeded the U.S. Environmental Protection Agency criteria under both the residential and non-residential scenarios. Human bioavailable concentrations (PBET) were much lower than pseudo-total concentrations. The Hazardous Index of NCR (HI (NCR)) for the PBET in the studied soils was 67% and 94% less than that for pseudo-total concentration, respectively, under the non-residential and residential scenarios. Similarly, CR for the PBET was also 65% and 93% less for the two soils. The concentration of metal(loid)s accumulated in the DGT resin was highly correlated with the PBET-extractable concentration (R² > 0.649). Therefore, for both the CR and HI (NCR), the DGT-calculated risk was linearly related to the PBET-calculated risk for the studied soils under both scenarios. The results suggest that DGT uptake and PBET-extracted concentrations are good surrogates for risk estimation and that both J1 and J2 soils require remediation before their use for residential or non-residential purposes.     

Incubation and embryonic development affect the color of eggs of Mountain Bluebirds

Technological and theoretical advances over the past two decades have allowed researchers to quantify eggshell color in ways that were not previously possible. However, differences among studies in the timing of color measurements during laying or incubation and inclusion of data from inviable eggs may affect the results of these studies as well as conclusions based on comparisons among studies. To determine the effect of the timing of color measurements, we compared the color of the eggs of Mountain Bluebirds (Sialia currucoides) during both laying/early incubation and late incubation. We also assessed the influence of egg viability on eggshell color by comparing viable and inviable eggs from the same clutch. We found that all color metrics investigated (blue‐green and UV chroma, brightness, and hue) were significantly different between early and late incubation, and viable and inviable eggs. However, color metrics of eggs measured during early and late incubation and of viable and inviable eggs in the same clutch were correlated. Our results suggest that the timing of color measurements and the viability of eggs have important effects on eggshell color and, therefore, in future studies, investigators should always provide information about the timing of measurements and the viability of eggs measured. Our results also suggest that comparisons among studies where eggshell color was measured at different times and/or the viability of eggs was not determined or reported are possible, given that the color metrics of viable and inviable eggs and of eggs measured at different times in our study were correlated, but those comparisons should be interpreted with caution.     

基于机器学习的风景园林智能化分析应用研究

机器学习使实现数据的智能化处理及充分利用数据中蕴含的知识与价值成为可能。探索基于机器学习在风景园林领域智能化分析应用的途径,开展3个实验。其中2个与数据分析研究相关,提出基于调研图像色彩聚类分析的城市色彩印象和基于图像识别技术的景观视觉质量评估与网络应用平台部署实验。最后1个实验与数字化设计创作相关,提出用于设计方案遴选的地形生成方法,包括2个子项目：应用深度学习生成对抗网络（GAN）的地形生成和建立遮罩、预测未知区域的高程。3个实验应用到机器学习中分类、聚类和回归3个主要方向中的算法以及深度学习的生成对抗网络,对传统的研究问题提出了基于机器学习新的研究方法。因此,在应用机器学习风景园林领域,可以有效地从多源数据中学习相互增强的知识,发现问题,并提出解决问题的新方法。     

Bringing Conducting Polymers to High Order: Toward Conductivities beyond 105 S cm−1 and Thermoelectric Power Factors of 2 mW m−1 K−2

Here, an effective design strategy of polymer thermoelectric materials based on structural control in doped polymer semiconductors is presented. The strategy is illustrated for two archetypical polythiophenes, e.g., poly(2,5‐bis(3‐dodecyl‐2‐thienyl)thieno[3,2‐b]thiophene) (C₁₂‐PBTTT) and regioregular poly(3‐hexylthiophene) (P3HT). FeCl₃ doping of aligned films results in charge conductivities up to 2 × 10⁵ S cm^?1 and metallic‐like thermopowers similar to iodine‐doped polyacetylene. The films are almost optically transparent and show strongly polarized near‐infrared polaronic bands (dichroic ratio >10). The comparative study of structure–property correlations in P3HT and C₁₂‐PBTTT identifies three conditions to obtain conductivities beyond 10⁵ S cm^?1: i) achieve high in‐plane orientation of conjugated polymers with high persistence length; ii) ensure uniform chain oxidation of the polymer backbones by regular intercalation of dopant molecules in the polymer structure without disrupting alignment of π‐stacked layers; and iii) maintain a percolating nanomorphology along the chain direction. The highly anisotropic conducting polymer films are ideal model systems to investigate the correlations between thermopower S and charge conductivity σ. A scaling law S ∝ σ^?1/4 prevails along the chain direction, but a different S ∝ ?ln(σ) relation is observed perpendicular to the chains, suggesting different charge transport mechanisms. The simultaneous increase of charge conductivity and thermopower along the chain direction results in a substantial improvement of thermoelectric power factors up to 2 mW m^?1 K^?2 in C₁₂‐PBTTT.     

3种卫矛属植物叶片秋冬季转色期生理生化特征研究

以疏花卫矛(Euonymus laxiflorus)、丝棉木(E.maackii)和卫矛(E.alatus)3种卫矛属植物为试验材料,测定叶片转色期叶色参数和相关生理生化指标,探讨各项指标的变化规律和内在联系,为优良色叶植物的筛选提供依据。结果表明:(1)转色期,疏花卫矛的明亮度参数L~*和色素参数b~*(黄/蓝)呈上升趋势,色素参数a~*(红/绿)变化不大;丝棉木的L~*和b~*呈先上升后下降的单峰曲线,a~*呈上升趋势;卫矛的L~*和b~*变化不大,a~*呈上升趋势。(2)3种植物的叶绿素含量在转色期呈明显下降趋势;疏花卫矛的花色素苷相对含量、花色素苷/叶绿素的值较为平稳,类胡萝卜素/叶绿素的值呈上升趋势;丝棉木和卫矛的花色素苷相对含量、花色素苷/叶绿素的值均呈上升趋势,类胡萝卜素/叶绿素的值保持平稳。(3)3种植物苯丙氨酸解氨酶(PAL)活性呈下降趋势,查尔酮异构酶(CHI)活性呈先上升后下降的单峰曲线;卫矛的过氧化物酶(POD)和多酚氧化酶(PPO)活性保持平稳,疏花卫矛和丝棉木的POD活性呈上升趋势,疏花卫矛的PPO活性保持平稳,丝棉木的PPO活性呈下降趋势。(4)疏花卫矛和卫矛的可溶性糖和淀粉的质量分数呈先上升后下降的单峰曲线,丝棉木的可溶性糖和淀粉的质量分数呈上升趋势。(5)相关性分析显示,疏花卫矛呈现黄色主要是因为叶绿素的分解,丝棉木和卫矛呈现红色是因为花色素苷的合成,可溶性糖、淀粉、CHI对花色素苷的合成有一定作用,POD对叶片呈现红色有促进作用,PAL和PPO活性对花色素苷的合成无显著影响。     

Ready-to-use thermally stable mastermix pills for molecular biology applications

Rolling circle amplification (RCA), polymerase chain reaction (PCR), and loop-mediated isothermal amplification (LAMP), are powerful tools that can be used for gene manipulation, pathogen detection, and infectious disease diagnostics. However, these techniques require trained personnel, as the pipetting steps involved can lead to contamination and, consequently, erroneous results. Furthermore, many of the reagents used in molecular biology are thermally labile and must be kept within a cold-chain. In this article, we present a simple and cost-effective method that allows molecular biology reagents to be thermally stabilized into ready-to-use mastermixes via drying in pullulan and trehalose films. Our experimental results demonstrate that this method is capable of preserving the activity of RCA, PCR, LAMP, ligase, polynucleotide kinase, and Klenow fragment mastermixes for at least 3 months at ambient conditions. Thus, stabilizing reagents via drying in pullulan and trehalose film may allow for a drastic reduction in the number of pipetting steps and the elimination of the need for a cold chain. © 2018 American Institute of Chemical Engineers Biotechnol. Prog., 35: e2764, 2019.     

Genetic structure and domestication footprints of the tusk,coat color,and ear morphology in East Chinese pigs

The domestication and artificial selection of wild boars have led to dramatic morphological and behavioral changes, especially in East Chinese (ECN) pigs. Here, we provide insights into the population structure and current genetic diversity of representative ECN pig breeds. We identify a 500-kb region containing six tooth development-relevant genes with almost completely different haplotypes between ECN pigs and Chinese wild boars or European domestic pigs. Notably, the c.195A>G missense mutation in exon 2 of AMBN may cause alterations in its protein structure associated with tusk degradation in ECN pigs. In addition, ESR1 may play an important role in the reproductive performance of ECN pigs. A major haplotype of the large lop ear-related MSRB3 gene and eight alleles in the deafness-related GRM7 gene may affect ear morphology and hearing in ECN pigs. Interestingly, we find that the two-end black (TEB) coat color in Jinhua pigs is most likely caused by EDNRB with genetic mechanisms different from other Chinese TEB pigs. This study identifies key loci that may be artificially selected in Chinese native pigs related to the tusk, coat color, and ear morphology, thus providing new insights into the genetic mechanisms of domesticated pigs.     

水稻黄绿叶调控基因YGL18的克隆与功能解析

叶色突变体往往伴随着叶绿素含量变化及叶绿体结构异常, 是研究叶绿体发育与光合作用相关基因功能的重要材料。该研究通过甲基磺酸乙酯(EMS)诱变籼稻(Oryza sativa subsp. indica)品种华占(HZ)获得黄绿叶突变体, 将其命名为ygl18 (yellow-green leaf 18)。与野生型相比, 黄绿叶突变体ygl18自三叶期起叶片开始变黄且程度不断加深, 同时伴随着光合速率与叶绿素含量下降, 且结实率、千粒重及有效穗数均显著降低。透射电镜观察结果显示, ygl18的叶绿体结构紊乱, 基质片层疏松, 发育受到抑制, 与叶片出现黄绿色表型一致。遗传分析表明, ygl18突变性状受1对隐性等位核基因控制, 这对等位基因位于水稻第3号染色体长臂标记InDel2和InDel3之间115.2 kb范围内。进一步研究发现该突变体表型是编码铁氧还蛋白FdC2的基因LOC_Os03g48040的5'UTR发生突变所致。通过CRISPR转基因实验验证了该基因对表型的控制作用。研究结果揭示了叶色调控网络的遗传基础, 可为今后选育高光效水稻品种提供新线索。